diff --git a/Cargo.lock b/Cargo.lock
index 59857ff754..9717fc8716 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -925,7 +925,7 @@ dependencies = [
  "alloy-rlp",
  "alloy-serde",
  "alloy-sol-types",
- "itertools 0.13.0",
+ "itertools 0.14.0",
  "serde",
  "serde_json",
  "serde_with",
@@ -4188,7 +4188,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "39cab71617ae0d63f51a36d69f866391735b51691dbda63cf6f96d042b63efeb"
 dependencies = [
  "libc",
- "windows-sys 0.52.0",
+ "windows-sys 0.59.0",
 ]
 
 [[package]]
@@ -4274,8 +4274,8 @@ dependencies = [
 
 [[package]]
 name = "fhe"
-version = "0.2.0"
-source = "git+https://github.com/gnosisguild/fhe.rs#55bd90e5c789d08263a31c60635e6bb4d5b8e64c"
+version = "0.2.1"
+source = "git+https://github.com/gnosisguild/fhe.rs?tag=v0.2.2#f2c1d2258fbeef6dbdf5ade68438203fd80a648e"
 dependencies = [
  "bincode 1.3.3",
  "doc-comment",
@@ -4300,8 +4300,8 @@ dependencies = [
 
 [[package]]
 name = "fhe-math"
-version = "0.2.0"
-source = "git+https://github.com/gnosisguild/fhe.rs#55bd90e5c789d08263a31c60635e6bb4d5b8e64c"
+version = "0.2.1"
+source = "git+https://github.com/gnosisguild/fhe.rs?tag=v0.2.2#f2c1d2258fbeef6dbdf5ade68438203fd80a648e"
 dependencies = [
  "ethnum",
  "fhe-traits",
@@ -4325,16 +4325,16 @@ dependencies = [
 
 [[package]]
 name = "fhe-traits"
-version = "0.1.1"
-source = "git+https://github.com/gnosisguild/fhe.rs#55bd90e5c789d08263a31c60635e6bb4d5b8e64c"
+version = "0.2.1"
+source = "git+https://github.com/gnosisguild/fhe.rs?tag=v0.2.2#f2c1d2258fbeef6dbdf5ade68438203fd80a648e"
 dependencies = [
  "rand 0.9.2",
 ]
 
 [[package]]
 name = "fhe-util"
-version = "0.1.1"
-source = "git+https://github.com/gnosisguild/fhe.rs#55bd90e5c789d08263a31c60635e6bb4d5b8e64c"
+version = "0.2.1"
+source = "git+https://github.com/gnosisguild/fhe.rs?tag=v0.2.2#f2c1d2258fbeef6dbdf5ade68438203fd80a648e"
 dependencies = [
  "num-bigint-dig",
  "num-traits",
@@ -5502,7 +5502,7 @@ checksum = "3640c1c38b8e4e43584d8df18be5fc6b0aa314ce6ebf51b53313d4306cca8e46"
 dependencies = [
  "hermit-abi",
  "libc",
- "windows-sys 0.52.0",
+ "windows-sys 0.59.0",
 ]
 
 [[package]]
@@ -7292,7 +7292,7 @@ checksum = "9cd31dcfdbbd7431a807ef4df6edd6473228e94d5c805e8cf671227a21bad068"
 dependencies = [
  "anyhow",
  "clap",
- "itertools 0.13.0",
+ "itertools 0.14.0",
  "proc-macro2",
  "quote",
  "rand 0.8.5",
@@ -7664,8 +7664,8 @@ version = "0.13.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "be769465445e8c1474e9c5dac2018218498557af32d9ed057325ec9a41ae81bf"
 dependencies = [
- "heck 0.4.1",
- "itertools 0.13.0",
+ "heck 0.5.0",
+ "itertools 0.14.0",
  "log",
  "multimap",
  "once_cell",
@@ -7684,8 +7684,8 @@ version = "0.14.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "343d3bd7056eda839b03204e68deff7d1b13aba7af2b2fd16890697274262ee7"
 dependencies = [
- "heck 0.4.1",
- "itertools 0.13.0",
+ "heck 0.5.0",
+ "itertools 0.14.0",
  "log",
  "multimap",
  "petgraph 0.8.3",
@@ -7704,7 +7704,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "8a56d757972c98b346a9b766e3f02746cde6dd1cd1d1d563472929fdd74bec4d"
 dependencies = [
  "anyhow",
- "itertools 0.13.0",
+ "itertools 0.14.0",
  "proc-macro2",
  "quote",
  "syn 2.0.116",
@@ -7717,7 +7717,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "27c6023962132f4b30eb4c172c91ce92d933da334c59c23cddee82358ddafb0b"
 dependencies = [
  "anyhow",
- "itertools 0.13.0",
+ "itertools 0.14.0",
  "proc-macro2",
  "quote",
  "syn 2.0.116",
@@ -8485,7 +8485,7 @@ dependencies = [
  "errno",
  "libc",
  "linux-raw-sys",
- "windows-sys 0.52.0",
+ "windows-sys 0.59.0",
 ]
 
 [[package]]
@@ -9365,7 +9365,7 @@ dependencies = [
  "getrandom 0.3.4",
  "once_cell",
  "rustix",
- "windows-sys 0.52.0",
+ "windows-sys 0.59.0",
 ]
 
 [[package]]
diff --git a/Cargo.toml b/Cargo.toml
index 29911bd26b..4f609f1daf 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -153,10 +153,10 @@ dirs = "=5.0.1"
 dialoguer = "=0.11.0"
 duct = "=1.0.0"
 eyre = { version = "=0.6.12" }
-fhe = { git = "https://github.com/gnosisguild/fhe.rs" }
-fhe-traits = { git = "https://github.com/gnosisguild/fhe.rs" }
-fhe-math = { git = "https://github.com/gnosisguild/fhe.rs" }
-fhe-util = { git = "https://github.com/gnosisguild/fhe.rs" }
+fhe = { git = "https://github.com/gnosisguild/fhe.rs", tag = "v0.2.2" }
+fhe-traits = { git = "https://github.com/gnosisguild/fhe.rs", tag = "v0.2.2" }
+fhe-math = { git = "https://github.com/gnosisguild/fhe.rs", tag = "v0.2.2" }
+fhe-util = { git = "https://github.com/gnosisguild/fhe.rs", tag = "v0.2.2" }
 figment = { version = "=0.10.19", features = ["env", "yaml", "test"] }
 futures = "=0.3.31"
 futures-util = "=0.3.31"
diff --git a/circuits/benchmarks/results_insecure_minimum/crisp_verify_gas.json b/circuits/benchmarks/results_insecure_minimum/crisp_verify_gas.json
index b62a8dd8f7..677e7aa880 100644
--- a/circuits/benchmarks/results_insecure_minimum/crisp_verify_gas.json
+++ b/circuits/benchmarks/results_insecure_minimum/crisp_verify_gas.json
@@ -1,8 +1,8 @@
 {
   "verify_gas": {
-    "dkg": 3119663,
-    "user": 2973049,
-    "dec": 3641167
+    "dkg": 3119529,
+    "user": 2973001,
+    "dec": 3641094
   },
   "source": "folded_proof_export_plus_crisp_verify_test",
   "artifact_sizes_bytes": {
@@ -17,14 +17,14 @@
   },
   "calldata_gas": {
     "dkg": {
-      "proof": 170184,
+      "proof": 170052,
       "public_inputs": 4992,
-      "total": 175176
+      "total": 175044
     },
     "dec": {
-      "proof": 170136,
+      "proof": 170064,
       "public_inputs": 17304,
-      "total": 187440
+      "total": 187368
     }
   },
   "integration_summary": {
@@ -47,56 +47,56 @@
     "dkg_fold_attestation_verifier": "0x7969c5eD335650692Bc04293B07F5BF2e7A673C0",
     "multithread": { "rayon_threads": 13, "max_simultaneous_rayon_tasks": 13, "cores_available": 14 },
     "operation_timings": [
-      { "name": "CalculateDecryptionKey", "avg_seconds": 0.004977264, "runs": 3, "total_seconds": 0.014931792 },
-      { "name": "CalculateDecryptionShare", "avg_seconds": 0.02192918, "runs": 3, "total_seconds": 0.065787542 },
-      { "name": "CalculateThresholdDecryption", "avg_seconds": 0.021156875, "runs": 1, "total_seconds": 0.021156875 },
-      { "name": "GenEsiSss", "avg_seconds": 0.006590902, "runs": 3, "total_seconds": 0.019772708 },
-      { "name": "GenPkShareAndSkSss", "avg_seconds": 0.013461222, "runs": 3, "total_seconds": 0.040383667 },
-      { "name": "NodeDkgFold/c2ab_fold", "avg_seconds": 18.744304166, "runs": 3, "total_seconds": 56.2329125 },
-      { "name": "NodeDkgFold/c3a_fold", "avg_seconds": 71.531527444, "runs": 3, "total_seconds": 214.594582333 },
-      { "name": "NodeDkgFold/c3ab_fold", "avg_seconds": 7.875492361, "runs": 3, "total_seconds": 23.626477083 },
-      { "name": "NodeDkgFold/c3b_fold", "avg_seconds": 72.106292778, "runs": 3, "total_seconds": 216.318878334 },
-      { "name": "NodeDkgFold/c4ab_fold", "avg_seconds": 8.018841388, "runs": 3, "total_seconds": 24.056524166 },
-      { "name": "NodeDkgFold/node_fold", "avg_seconds": 18.354963041, "runs": 3, "total_seconds": 55.064889125 },
-      { "name": "ZkDecryptedSharesAggregation", "avg_seconds": 1.546223542, "runs": 1, "total_seconds": 1.546223542 },
-      { "name": "ZkDecryptionAggregation", "avg_seconds": 46.937590542, "runs": 1, "total_seconds": 46.937590542 },
-      { "name": "ZkDkgAggregation", "avg_seconds": 5.529830709, "runs": 1, "total_seconds": 5.529830709 },
-      { "name": "ZkDkgShareDecryption", "avg_seconds": 1.262524458, "runs": 6, "total_seconds": 7.57514675 },
-      { "name": "ZkNodeDkgFold", "avg_seconds": 106.358997153, "runs": 3, "total_seconds": 319.076991459 },
-      { "name": "ZkNodesFoldStep", "avg_seconds": 5.945438833, "runs": 2, "total_seconds": 11.890877666 },
-      { "name": "ZkPkAggregation", "avg_seconds": 0.489922708, "runs": 1, "total_seconds": 0.489922708 },
-      { "name": "ZkPkBfv", "avg_seconds": 0.225607319, "runs": 3, "total_seconds": 0.676821959 },
-      { "name": "ZkPkGeneration", "avg_seconds": 3.476952194, "runs": 3, "total_seconds": 10.430856583 },
-      { "name": "ZkShareComputation", "avg_seconds": 2.514028367, "runs": 6, "total_seconds": 15.084170207 },
-      { "name": "ZkShareEncryption", "avg_seconds": 3.844478227, "runs": 24, "total_seconds": 92.267477458 },
-      { "name": "ZkThresholdShareDecryption", "avg_seconds": 3.306334611, "runs": 3, "total_seconds": 9.919003833 },
-      { "name": "ZkVerifyShareDecryptionProofs", "avg_seconds": 0.080639583, "runs": 3, "total_seconds": 0.24191875 },
-      { "name": "ZkVerifyShareProofs", "avg_seconds": 0.274481449, "runs": 5, "total_seconds": 1.372407249 }
+      { "name": "CalculateDecryptionKey", "avg_seconds": 0.003846458, "runs": 3, "total_seconds": 0.011539375 },
+      { "name": "CalculateDecryptionShare", "avg_seconds": 0.021596236, "runs": 3, "total_seconds": 0.064788708 },
+      { "name": "CalculateThresholdDecryption", "avg_seconds": 0.021793167, "runs": 1, "total_seconds": 0.021793167 },
+      { "name": "GenEsiSss", "avg_seconds": 0.006900819, "runs": 3, "total_seconds": 0.020702458 },
+      { "name": "GenPkShareAndSkSss", "avg_seconds": 0.01082625, "runs": 3, "total_seconds": 0.03247875 },
+      { "name": "NodeDkgFold/c2ab_fold", "avg_seconds": 18.129162805, "runs": 3, "total_seconds": 54.387488416 },
+      { "name": "NodeDkgFold/c3a_fold", "avg_seconds": 71.186463291, "runs": 3, "total_seconds": 213.559389875 },
+      { "name": "NodeDkgFold/c3ab_fold", "avg_seconds": 7.876658916, "runs": 3, "total_seconds": 23.62997675 },
+      { "name": "NodeDkgFold/c3b_fold", "avg_seconds": 70.951759472, "runs": 3, "total_seconds": 212.855278417 },
+      { "name": "NodeDkgFold/c4ab_fold", "avg_seconds": 7.872269472, "runs": 3, "total_seconds": 23.616808416 },
+      { "name": "NodeDkgFold/node_fold", "avg_seconds": 18.285537124, "runs": 3, "total_seconds": 54.856611374 },
+      { "name": "ZkDecryptedSharesAggregation", "avg_seconds": 1.53384025, "runs": 1, "total_seconds": 1.53384025 },
+      { "name": "ZkDecryptionAggregation", "avg_seconds": 46.886299625, "runs": 1, "total_seconds": 46.886299625 },
+      { "name": "ZkDkgAggregation", "avg_seconds": 5.350731209, "runs": 1, "total_seconds": 5.350731209 },
+      { "name": "ZkDkgShareDecryption", "avg_seconds": 1.001284562, "runs": 6, "total_seconds": 6.007707375 },
+      { "name": "ZkNodeDkgFold", "avg_seconds": 105.400482805, "runs": 3, "total_seconds": 316.201448416 },
+      { "name": "ZkNodesFoldStep", "avg_seconds": 5.041216854, "runs": 2, "total_seconds": 10.082433708 },
+      { "name": "ZkPkAggregation", "avg_seconds": 0.408154917, "runs": 1, "total_seconds": 0.408154917 },
+      { "name": "ZkPkBfv", "avg_seconds": 0.217929541, "runs": 3, "total_seconds": 0.653788625 },
+      { "name": "ZkPkGeneration", "avg_seconds": 2.247310694, "runs": 3, "total_seconds": 6.741932083 },
+      { "name": "ZkShareComputation", "avg_seconds": 2.368657458, "runs": 6, "total_seconds": 14.211944749 },
+      { "name": "ZkShareEncryption", "avg_seconds": 4.003050597, "runs": 24, "total_seconds": 96.073214335 },
+      { "name": "ZkThresholdShareDecryption", "avg_seconds": 3.246631902, "runs": 3, "total_seconds": 9.739895708 },
+      { "name": "ZkVerifyShareDecryptionProofs", "avg_seconds": 0.082421444, "runs": 3, "total_seconds": 0.247264333 },
+      { "name": "ZkVerifyShareProofs", "avg_seconds": 0.253021858, "runs": 5, "total_seconds": 1.265109292 }
     ],
-    "operation_timings_total_seconds": 1113.09553554,
+    "operation_timings_total_seconds": 1098.460620331,
     "operation_timings_metric": "tracked_job_wall",
     "phase_timings": [
       { "label": "Starting trbfv actor test", "seconds": 0e-9, "metric": "wall_clock" },
-      { "label": "Setup completed", "seconds": 0.998652792, "metric": "wall_clock" },
-      { "label": "Committee Setup Completed", "seconds": 7.02109625, "metric": "wall_clock" },
-      { "label": "Committee Finalization Complete", "seconds": 0.003099875, "metric": "wall_clock" },
-      { "label": "Aggregator P2: PkAggregation pending -> PublicKeyAggregated (wall)", "seconds": 121.265344, "metric": "wall_clock" },
-      { "label": "ThresholdShares -> PublicKeyAggregated", "seconds": 133.793474083, "metric": "wall_clock" },
-      { "label": "E3Request -> PublicKeyAggregated", "seconds": 134.299480125, "metric": "wall_clock" },
-      { "label": "Application CT Gen", "seconds": 0.009636541, "metric": "wall_clock" },
-      { "label": "Running FHE Application", "seconds": 0.000061208, "metric": "wall_clock" },
-      { "label": "Aggregator P4: Aggregation pending -> PlaintextAggregated (wall)", "seconds": 48.497227, "metric": "wall_clock" },
-      { "label": "Ciphertext published -> PlaintextAggregated", "seconds": 52.0973055, "metric": "wall_clock" },
-      { "label": "Entire Test", "seconds": 194.427969, "metric": "wall_clock" }
+      { "label": "Setup completed", "seconds": 0.9476265, "metric": "wall_clock" },
+      { "label": "Committee Setup Completed", "seconds": 7.02067775, "metric": "wall_clock" },
+      { "label": "Committee Finalization Complete", "seconds": 0.003086, "metric": "wall_clock" },
+      { "label": "Aggregator P2: PkAggregation pending -> PublicKeyAggregated (wall)", "seconds": 120.643449, "metric": "wall_clock" },
+      { "label": "ThresholdShares -> PublicKeyAggregated", "seconds": 132.69507875, "metric": "wall_clock" },
+      { "label": "E3Request -> PublicKeyAggregated", "seconds": 133.201828291, "metric": "wall_clock" },
+      { "label": "Application CT Gen", "seconds": 0.009273208, "metric": "wall_clock" },
+      { "label": "Running FHE Application", "seconds": 0.000058375, "metric": "wall_clock" },
+      { "label": "Aggregator P4: Aggregation pending -> PlaintextAggregated (wall)", "seconds": 48.434143, "metric": "wall_clock" },
+      { "label": "Ciphertext published -> PlaintextAggregated", "seconds": 51.995006459, "metric": "wall_clock" },
+      { "label": "Entire Test", "seconds": 193.176080792, "metric": "wall_clock" }
     ],
     "folded_artifacts": {
       "dkg_aggregator": {
-        "proof_hex": 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-        "public_inputs_hex": "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"
+        "proof_hex": 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+        "public_inputs_hex": "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"
       },
       "decryption_aggregator": {
-        "proof_hex": 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+        "public_inputs_hex": "0x1a207628cc6936816ccb62a7b56fdbbf8e975293b677c988644e018fc402e4411dfdc7cb6265f100524012f038ee1f205bf8789b70b46c57463dedb4998f7ac800000000000000000000000000000000c946233fabee579beb961008103a4c8d00000000000000000000000000000000026a297ba8fb72294cced25b49dae7c91806572c19ee2f3532e970d617919b3aa8cdc582782dfad0699badc631f75128000000000000000000000000000000000000000000000000000000000000000100000000000000000000000000000000000000000000000000000000000000022b942ad53baa7c6e1a7616e4f0aa2eedf7d67eacc63696345525988225847479273fc58215abae6a73503410e8209a542c92bbea2ba8e6fb129c971def4ca8452ddcd2c1e0b08c268d942b52a49e7597873ccad9df1b02ea1ab854e7111eb2dd188f793a89424a83a3e746a72d4cdfd5702a7944deb0fa2ee04f84489f4af3c2000000000000000000000000000000000000000000000000000000000000000e00000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000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       }
     }
   },
diff --git a/circuits/benchmarks/results_insecure_minimum/integration_summary.json b/circuits/benchmarks/results_insecure_minimum/integration_summary.json
index 2b586412aa..83fd87c6b2 100644
--- a/circuits/benchmarks/results_insecure_minimum/integration_summary.json
+++ b/circuits/benchmarks/results_insecure_minimum/integration_summary.json
@@ -24,156 +24,156 @@
   "operation_timings": [
     {
       "name": "CalculateDecryptionKey",
-      "avg_seconds": 0.004977264,
+      "avg_seconds": 0.003846458,
       "runs": 3,
-      "total_seconds": 0.014931792
+      "total_seconds": 0.011539375
     },
     {
       "name": "CalculateDecryptionShare",
-      "avg_seconds": 0.02192918,
+      "avg_seconds": 0.021596236,
       "runs": 3,
-      "total_seconds": 0.065787542
+      "total_seconds": 0.064788708
     },
     {
       "name": "CalculateThresholdDecryption",
-      "avg_seconds": 0.021156875,
+      "avg_seconds": 0.021793167,
       "runs": 1,
-      "total_seconds": 0.021156875
+      "total_seconds": 0.021793167
     },
     {
       "name": "GenEsiSss",
-      "avg_seconds": 0.006590902,
+      "avg_seconds": 0.006900819,
       "runs": 3,
-      "total_seconds": 0.019772708
+      "total_seconds": 0.020702458
     },
     {
       "name": "GenPkShareAndSkSss",
-      "avg_seconds": 0.013461222,
+      "avg_seconds": 0.01082625,
       "runs": 3,
-      "total_seconds": 0.040383667
+      "total_seconds": 0.03247875
     },
     {
       "name": "NodeDkgFold/c2ab_fold",
-      "avg_seconds": 18.744304166,
+      "avg_seconds": 18.129162805,
       "runs": 3,
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       "name": "ZkThresholdShareDecryption",
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     {
       "name": "ZkVerifyShareDecryptionProofs",
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     {
       "name": "ZkVerifyShareProofs",
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   ],
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+  "operation_timings_total_seconds": 1098.460620331,
   "operation_timings_metric": "tracked_job_wall",
   "phase_timings": [
     {
@@ -183,68 +183,68 @@
     },
     {
       "label": "Setup completed",
-      "seconds": 0.998652792,
+      "seconds": 0.9476265,
       "metric": "wall_clock"
     },
     {
       "label": "Committee Setup Completed",
-      "seconds": 7.02109625,
+      "seconds": 7.02067775,
       "metric": "wall_clock"
     },
     {
       "label": "Committee Finalization Complete",
-      "seconds": 0.003099875,
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       "metric": "wall_clock"
     },
     {
       "label": "Aggregator P2: PkAggregation pending -> PublicKeyAggregated (wall)",
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       "metric": "wall_clock"
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     {
       "label": "ThresholdShares -> PublicKeyAggregated",
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       "metric": "wall_clock"
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     {
       "label": "E3Request -> PublicKeyAggregated",
-      "seconds": 134.299480125,
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     },
     {
       "label": "Application CT Gen",
-      "seconds": 0.009636541,
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     },
     {
       "label": "Running FHE Application",
-      "seconds": 0.000061208,
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     },
     {
       "label": "Aggregator P4: Aggregation pending -> PlaintextAggregated (wall)",
-      "seconds": 48.497227,
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       "metric": "wall_clock"
     },
     {
       "label": "Ciphertext published -> PlaintextAggregated",
-      "seconds": 52.0973055,
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     },
     {
       "label": "Entire Test",
-      "seconds": 194.427969,
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       "metric": "wall_clock"
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   ],
   "folded_artifacts": {
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-      "public_inputs_hex": "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"
+      "proof_hex": 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+      "public_inputs_hex": "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"
     },
     "decryption_aggregator": {
-      "proof_hex": 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+      "public_inputs_hex": "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     }
   }
 }
diff --git a/circuits/benchmarks/results_insecure_minimum/report.md b/circuits/benchmarks/results_insecure_minimum/report.md
index b7c84821db..8f6fccadfc 100644
--- a/circuits/benchmarks/results_insecure_minimum/report.md
+++ b/circuits/benchmarks/results_insecure_minimum/report.md
@@ -1,9 +1,9 @@
 # Interfold ZK Circuit Benchmarks
 
-**Generated:** 2026-06-11 10:21:15 UTC
+**Generated:** 2026-06-13 10:29:25 UTC
 
-**Git Branch:** `update/committee`  
-**Git Commit:** `53f36dbc3526dd1af15a17909d4eaaf1ba92f716`
+**Git Branch:** `lock/fhers`  
+**Git Commit:** `c2dfd37d36d9e85b45b03db03bc7267964a4a6da`
 
 **Committee Size:** `H=2`, `N=3`, `T=1`
 
@@ -72,39 +72,39 @@ Single-circuit `bb prove` on the benchmark oracle witness (not the integration a
 
 | Circuit              | Constraints | Prove (s) | Verify (ms) | Proof (KB) |
 | -------------------- | ----------- | --------- | ----------- | ---------- |
-| C0                   | 6847        | 0.12      | 26.37       | 15.88      |
-| C1                   | 53485       | 0.33      | 25.37       | 15.88      |
-| C2a                  | 41244       | 0.31      | 25.57       | 15.88      |
-| C2b                  | 79591       | 0.48      | 25.57       | 15.88      |
-| C3a                  | 120114      | 0.55      | 25.26       | 15.88      |
-| C3b                  | 120114      | 0.55      | 25.26       | 15.88      |
-| C4a                  | 62750       | 0.33      | 25.74       | 15.88      |
-| C4b                  | 62750       | 0.33      | 25.74       | 15.88      |
-| C5                   | 21501       | 0.21      | 25.61       | 15.88      |
-| user_data_encryption | 53732       | 0.32      | 25.64       | 15.88      |
-| C6                   | 86927       | 0.51      | 26.16       | 15.88      |
-| C7                   | 90841       | 0.46      | 25.87       | 15.88      |
+| C0                   | 6847        | 0.12      | 24.41       | 15.88      |
+| C1                   | 53485       | 0.32      | 24.38       | 15.88      |
+| C2a                  | 41244       | 0.30      | 24.71       | 15.88      |
+| C2b                  | 79591       | 0.47      | 25.55       | 15.88      |
+| C3a                  | 120114      | 0.55      | 24.84       | 15.88      |
+| C3b                  | 120114      | 0.55      | 24.84       | 15.88      |
+| C4a                  | 62750       | 0.32      | 24.77       | 15.88      |
+| C4b                  | 62750       | 0.32      | 24.77       | 15.88      |
+| C5                   | 21501       | 0.21      | 24.81       | 15.88      |
+| user_data_encryption | 53732       | 0.33      | 24.44       | 15.88      |
+| C6                   | 86927       | 0.51      | 24.10       | 15.88      |
+| C7                   | 90841       | 0.46      | 24.55       | 15.88      |
 
 ### Artifacts
 
 | Artifact | Proof size | Public input size | Verify gas | Calldata gas | Total gas |
 | -------- | ---------- | ----------------- | ---------- | ------------ | --------- |
-| Π_DKG    | 10.69 KB   | 0.38 KB           | 3119663    | 175176       | 3294839   |
-| Π_user   | 15.88 KB   | 0.12 KB           | 2973049    | 170332       | 3143381   |
-| Π_dec    | 10.69 KB   | 3.47 KB           | 3641167    | 187440       | 3828607   |
+| Π_DKG    | 10.69 KB   | 0.38 KB           | 3119529    | 175044       | 3294573   |
+| Π_user   | 15.88 KB   | 0.12 KB           | 2973001    | 170404       | 3143405   |
+| Π_dec    | 10.69 KB   | 3.47 KB           | 3641094    | 187368       | 3828462   |
 
 ### Role / Phase / Activity
 
 | Role            | Phase | Activity                                  | Metric         | Duration | Proof size | Bandwidth |
 | --------------- | ----- | ----------------------------------------- | -------------- | -------- | ---------- | --------- |
-| Each ciphernode | P1    | one-time DKG participation (test harness) | wall_clock     | 133.79 s | 127.00 KB  | 128.06 KB |
-| Aggregator      | P2    | C5 + Π_DKG fold (aggregator span)         | wall_clock     | 121.27 s | 10.69 KB   | 11.06 KB  |
+| Each ciphernode | P1    | one-time DKG participation (test harness) | wall_clock     | 132.70 s | 127.00 KB  | 128.06 KB |
+| Aggregator      | P2    | C5 + Π_DKG fold (aggregator span)         | wall_clock     | 120.64 s | 10.69 KB   | 11.06 KB  |
 | User            | P3    | per user input                            | isolated_nargo | 0.64 s   | 15.88 KB   | 16.00 KB  |
 | Each ciphernode | P4    | per computation output (C6)               | isolated_nargo | 0.51 s   | 15.88 KB   | 16.00 KB  |
-| Aggregator      | P4    | C7 + Π_dec fold (full publish→aggregate)  | wall_clock     | 52.10 s  | 10.69 KB   | 14.16 KB  |
-| Aggregator      | P4    | C7 + fold only (pending→plaintext span)   | wall_clock     | 48.50 s  | 10.69 KB   | 14.16 KB  |
+| Aggregator      | P4    | C7 + Π_dec fold (full publish→aggregate)  | wall_clock     | 52.00 s  | 10.69 KB   | 14.16 KB  |
+| Aggregator      | P4    | C7 + fold only (pending→plaintext span)   | wall_clock     | 48.43 s  | 10.69 KB   | 14.16 KB  |
 
-_P2 **tracked_job_wall** sum (ZkDkgAggregation + ZkPkAggregation, parallelizable): **6.02 s** — not
+_P2 **tracked_job_wall** sum (ZkDkgAggregation + ZkPkAggregation, parallelizable): **5.76 s** — not
 comparable to P2 wall_clock row above._
 
 ## Integration test (`test_trbfv_actor`)
@@ -114,73 +114,73 @@ comparable to P2 wall_clock row above._
 | Phase                                                              | Metric       | Duration (s) |
 | ------------------------------------------------------------------ | ------------ | ------------ |
 | Starting trbfv actor test                                          | `wall_clock` | 0.00         |
-| Setup completed                                                    | `wall_clock` | 1.00         |
+| Setup completed                                                    | `wall_clock` | 0.95         |
 | Committee Setup Completed                                          | `wall_clock` | 7.02         |
 | Committee Finalization Complete                                    | `wall_clock` | 0.00         |
-| Aggregator P2: PkAggregation pending -> PublicKeyAggregated (wall) | `wall_clock` | 121.27       |
-| ThresholdShares -> PublicKeyAggregated                             | `wall_clock` | 133.79       |
-| E3Request -> PublicKeyAggregated                                   | `wall_clock` | 134.30       |
+| Aggregator P2: PkAggregation pending -> PublicKeyAggregated (wall) | `wall_clock` | 120.64       |
+| ThresholdShares -> PublicKeyAggregated                             | `wall_clock` | 132.70       |
+| E3Request -> PublicKeyAggregated                                   | `wall_clock` | 133.20       |
 | Application CT Gen                                                 | `wall_clock` | 0.01         |
 | Running FHE Application                                            | `wall_clock` | 0.00         |
-| Aggregator P4: Aggregation pending -> PlaintextAggregated (wall)   | `wall_clock` | 48.50        |
-| Ciphertext published -> PlaintextAggregated                        | `wall_clock` | 52.10        |
-| Entire Test                                                        | `wall_clock` | 194.43       |
+| Aggregator P4: Aggregation pending -> PlaintextAggregated (wall)   | `wall_clock` | 48.43        |
+| Ciphertext published -> PlaintextAggregated                        | `wall_clock` | 52.00        |
+| Entire Test                                                        | `wall_clock` | 193.18       |
 
 ### Multithread job timings (`tracked_job_wall`)
 
 | Name                          | Avg (s) | Runs | Total (s) |
 | ----------------------------- | ------- | ---- | --------- |
 | CalculateDecryptionKey        | 0.00    | 3    | 0.01      |
-| CalculateDecryptionShare      | 0.02    | 3    | 0.07      |
+| CalculateDecryptionShare      | 0.02    | 3    | 0.06      |
 | CalculateThresholdDecryption  | 0.02    | 1    | 0.02      |
 | GenEsiSss                     | 0.01    | 3    | 0.02      |
-| GenPkShareAndSkSss            | 0.01    | 3    | 0.04      |
-| NodeDkgFold/c2ab_fold         | 18.74   | 3    | 56.23     |
-| NodeDkgFold/c3a_fold          | 71.53   | 3    | 214.59    |
+| GenPkShareAndSkSss            | 0.01    | 3    | 0.03      |
+| NodeDkgFold/c2ab_fold         | 18.13   | 3    | 54.39     |
+| NodeDkgFold/c3a_fold          | 71.19   | 3    | 213.56    |
 | NodeDkgFold/c3ab_fold         | 7.88    | 3    | 23.63     |
-| NodeDkgFold/c3b_fold          | 72.11   | 3    | 216.32    |
-| NodeDkgFold/c4ab_fold         | 8.02    | 3    | 24.06     |
-| NodeDkgFold/node_fold         | 18.35   | 3    | 55.06     |
-| ZkDecryptedSharesAggregation  | 1.55    | 1    | 1.55      |
-| ZkDecryptionAggregation       | 46.94   | 1    | 46.94     |
-| ZkDkgAggregation              | 5.53    | 1    | 5.53      |
-| ZkDkgShareDecryption          | 1.26    | 6    | 7.58      |
-| ZkNodeDkgFold                 | 106.36  | 3    | 319.08    |
-| ZkNodesFoldStep               | 5.95    | 2    | 11.89     |
-| ZkPkAggregation               | 0.49    | 1    | 0.49      |
-| ZkPkBfv                       | 0.23    | 3    | 0.68      |
-| ZkPkGeneration                | 3.48    | 3    | 10.43     |
-| ZkShareComputation            | 2.51    | 6    | 15.08     |
-| ZkShareEncryption             | 3.84    | 24   | 92.27     |
-| ZkThresholdShareDecryption    | 3.31    | 3    | 9.92      |
-| ZkVerifyShareDecryptionProofs | 0.08    | 3    | 0.24      |
-| ZkVerifyShareProofs           | 0.27    | 5    | 1.37      |
-
-Sum of tracked job wall time: **1113.10 s** — **not** end-to-end latency (jobs run in parallel up to
+| NodeDkgFold/c3b_fold          | 70.95   | 3    | 212.86    |
+| NodeDkgFold/c4ab_fold         | 7.87    | 3    | 23.62     |
+| NodeDkgFold/node_fold         | 18.29   | 3    | 54.86     |
+| ZkDecryptedSharesAggregation  | 1.53    | 1    | 1.53      |
+| ZkDecryptionAggregation       | 46.89   | 1    | 46.89     |
+| ZkDkgAggregation              | 5.35    | 1    | 5.35      |
+| ZkDkgShareDecryption          | 1.00    | 6    | 6.01      |
+| ZkNodeDkgFold                 | 105.40  | 3    | 316.20    |
+| ZkNodesFoldStep               | 5.04    | 2    | 10.08     |
+| ZkPkAggregation               | 0.41    | 1    | 0.41      |
+| ZkPkBfv                       | 0.22    | 3    | 0.65      |
+| ZkPkGeneration                | 2.25    | 3    | 6.74      |
+| ZkShareComputation            | 2.37    | 6    | 14.21     |
+| ZkShareEncryption             | 4.00    | 24   | 96.07     |
+| ZkThresholdShareDecryption    | 3.25    | 3    | 9.74      |
+| ZkVerifyShareDecryptionProofs | 0.08    | 3    | 0.25      |
+| ZkVerifyShareProofs           | 0.25    | 5    | 1.27      |
+
+Sum of tracked job wall time: **1098.46 s** — **not** end-to-end latency (jobs run in parallel up to
 `BENCHMARK_MULTITHREAD_JOBS`).
 
 ### NodeDkgFold sub-steps (`tracked_job_wall`, per fold prove)
 
 | Step      | Avg (s) | Runs | Total (s) |
 | --------- | ------- | ---- | --------- |
-| c2ab_fold | 18.74   | 3    | 56.23     |
-| c3a_fold  | 71.53   | 3    | 214.59    |
+| c2ab_fold | 18.13   | 3    | 54.39     |
+| c3a_fold  | 71.19   | 3    | 213.56    |
 | c3ab_fold | 7.88    | 3    | 23.63     |
-| c3b_fold  | 72.11   | 3    | 216.32    |
-| c4ab_fold | 8.02    | 3    | 24.06     |
-| node_fold | 18.35   | 3    | 55.06     |
+| c3b_fold  | 70.95   | 3    | 212.86    |
+| c4ab_fold | 7.87    | 3    | 23.62     |
+| node_fold | 18.29   | 3    | 54.86     |
 
 ### Aggregation jobs (`tracked_job_wall`)
 
 | Operation                    | Avg (s) | Runs | Total (s) |
 | ---------------------------- | ------- | ---- | --------- |
-| ZkDecryptedSharesAggregation | 1.55    | 1    | 1.55      |
-| ZkDecryptionAggregation      | 46.94   | 1    | 46.94     |
-| ZkDkgAggregation             | 5.53    | 1    | 5.53      |
-| ZkNodeDkgFold                | 106.36  | 3    | 319.08    |
-| ZkPkAggregation              | 0.49    | 1    | 0.49      |
+| ZkDecryptedSharesAggregation | 1.53    | 1    | 1.53      |
+| ZkDecryptionAggregation      | 46.89   | 1    | 46.89     |
+| ZkDkgAggregation             | 5.35    | 1    | 5.35      |
+| ZkNodeDkgFold                | 105.40  | 3    | 316.20    |
+| ZkPkAggregation              | 0.41    | 1    | 0.41      |
 
-Sum of aggregation job tracked time: **373.58 s** (parallel CPU work; not P1/P2 wall clock).
+Sum of aggregation job tracked time: **370.38 s** (parallel CPU work; not P1/P2 wall clock).
 
 ### Folded on-chain artifacts (exported for Π_DKG / Π_dec gas)
 
diff --git a/circuits/benchmarks/results_secure_micro/benchmark_run_meta.json b/circuits/benchmarks/results_secure_micro/benchmark_run_meta.json
new file mode 100644
index 0000000000..8a69581d93
--- /dev/null
+++ b/circuits/benchmarks/results_secure_micro/benchmark_run_meta.json
@@ -0,0 +1,14 @@
+{
+  "benchmark_mode": "secure",
+  "bfv_preset_subdir": "secure-8192",
+  "committee": "micro",
+  "proof_aggregation": true,
+  "multithread_jobs": 13,
+  "verbose": true,
+  "nodes_spawned": 20,
+  "committee_size_n": 9,
+  "committee_size_h": 5,
+  "committee_threshold_t": 4,
+  "network_model": "in_process_bus",
+  "testmode_harness": true
+}
diff --git a/circuits/benchmarks/results_secure_micro/crisp_verify_gas.json b/circuits/benchmarks/results_secure_micro/crisp_verify_gas.json
new file mode 100644
index 0000000000..a53f27b389
--- /dev/null
+++ b/circuits/benchmarks/results_secure_micro/crisp_verify_gas.json
@@ -0,0 +1,108 @@
+{
+  "verify_gas": {
+    "dkg": 3136910,
+    "user": 2972965,
+    "dec": 3658366
+  },
+  "source": "folded_proof_export_plus_crisp_verify_test",
+  "artifact_sizes_bytes": {
+    "dkg": {
+      "proof": 10944,
+      "public_inputs": 672
+    },
+    "dec": {
+      "proof": 10944,
+      "public_inputs": 3840
+    }
+  },
+  "calldata_gas": {
+    "dkg": {
+      "proof": 169956,
+      "public_inputs": 8484,
+      "total": 178440
+    },
+    "dec": {
+      "proof": 169872,
+      "public_inputs": 20784,
+      "total": 190656
+    }
+  },
+  "integration_summary": {
+    "integration_test": "test_trbfv_actor",
+    "benchmark_config": {
+      "mode": "secure",
+      "bfv_preset_subdir": "secure-8192",
+      "bfv_preset": "SecureThreshold8192",
+      "lambda": 50,
+      "proof_aggregation_enabled": true,
+      "multithread_concurrent_jobs": 13,
+      "committee_h": 5,
+      "committee_n": 9,
+      "committee_t": 4,
+      "nodes_spawned": 16,
+      "network_model": "in_process_bus",
+      "testmode_harness": true
+    },
+    "proof_aggregation_enabled": true,
+    "dkg_fold_attestation_verifier": "0x7969c5eD335650692Bc04293B07F5BF2e7A673C0",
+    "multithread": { "rayon_threads": 13, "max_simultaneous_rayon_tasks": 13, "cores_available": 14 },
+    "operation_timings": [
+      { "name": "CalculateDecryptionKey", "avg_seconds": 0.041923838, "runs": 9, "total_seconds": 0.377314543 },
+      { "name": "CalculateDecryptionShare", "avg_seconds": 0.169763022, "runs": 9, "total_seconds": 1.527867206 },
+      { "name": "CalculateThresholdDecryption", "avg_seconds": 0.188830667, "runs": 1, "total_seconds": 0.188830667 },
+      { "name": "GenEsiSss", "avg_seconds": 0.517591101, "runs": 9, "total_seconds": 4.658319917 },
+      { "name": "GenPkShareAndSkSss", "avg_seconds": 0.519758712, "runs": 9, "total_seconds": 4.677828416 },
+      { "name": "NodeDkgFold/c2ab_fold", "avg_seconds": 28.564699092, "runs": 9, "total_seconds": 257.082291836 },
+      { "name": "NodeDkgFold/c3a_fold", "avg_seconds": 665.751029958, "runs": 9, "total_seconds": 5991.759269624 },
+      { "name": "NodeDkgFold/c3ab_fold", "avg_seconds": 13.677920254, "runs": 9, "total_seconds": 123.101282292 },
+      { "name": "NodeDkgFold/c3b_fold", "avg_seconds": 627.044043615, "runs": 9, "total_seconds": 5643.39639254 },
+      { "name": "NodeDkgFold/c4ab_fold", "avg_seconds": 12.85089624, "runs": 9, "total_seconds": 115.658066167 },
+      { "name": "NodeDkgFold/node_fold", "avg_seconds": 29.335869893, "runs": 9, "total_seconds": 264.022829042 },
+      { "name": "ZkDecryptedSharesAggregation", "avg_seconds": 5.934307209, "runs": 1, "total_seconds": 5.934307209 },
+      { "name": "ZkDecryptionAggregation", "avg_seconds": 97.371421875, "runs": 1, "total_seconds": 97.371421875 },
+      { "name": "ZkDkgAggregation", "avg_seconds": 5.380075417, "runs": 1, "total_seconds": 5.380075417 },
+      { "name": "ZkDkgShareDecryption", "avg_seconds": 76.340271504, "runs": 18, "total_seconds": 1374.124887084 },
+      { "name": "ZkNodeDkgFold", "avg_seconds": 904.325249439, "runs": 9, "total_seconds": 8138.927244957 },
+      { "name": "ZkNodesFoldStep", "avg_seconds": 4.391163124, "runs": 5, "total_seconds": 21.955815624 },
+      { "name": "ZkPkAggregation", "avg_seconds": 31.237663333, "runs": 1, "total_seconds": 31.237663333 },
+      { "name": "ZkPkBfv", "avg_seconds": 9.470989805, "runs": 9, "total_seconds": 85.238908249 },
+      { "name": "ZkPkGeneration", "avg_seconds": 87.110795134, "runs": 9, "total_seconds": 783.997156209 },
+      { "name": "ZkShareComputation", "avg_seconds": 94.84146134, "runs": 18, "total_seconds": 1707.146304126 },
+      { "name": "ZkShareEncryption", "avg_seconds": 105.638965935, "runs": 432, "total_seconds": 45636.033284039 },
+      { "name": "ZkThresholdShareDecryption", "avg_seconds": 187.468467925, "runs": 9, "total_seconds": 1687.216211332 },
+      { "name": "ZkVerifyShareDecryptionProofs", "avg_seconds": 0.583209972, "runs": 9, "total_seconds": 5.248889749 },
+      { "name": "ZkVerifyShareProofs", "avg_seconds": 2.362957439, "runs": 11, "total_seconds": 25.992531833 }
+    ],
+    "operation_timings_total_seconds": 72012.254993286,
+    "operation_timings_metric": "tracked_job_wall",
+    "phase_timings": [
+      { "label": "Starting trbfv actor test", "seconds": 0e-9, "metric": "wall_clock" },
+      { "label": "Setup completed", "seconds": 2.393101875, "metric": "wall_clock" },
+      { "label": "Committee Setup Completed", "seconds": 16.092655959, "metric": "wall_clock" },
+      { "label": "Committee Finalization Complete", "seconds": 0.001054875, "metric": "wall_clock" },
+      { "label": "Aggregator P2: PkAggregation pending -> PublicKeyAggregated (wall)", "seconds": 406.98499, "metric": "wall_clock" },
+      { "label": "ThresholdShares -> PublicKeyAggregated", "seconds": 5251.559821667, "metric": "wall_clock" },
+      { "label": "E3Request -> PublicKeyAggregated", "seconds": 5252.065132542, "metric": "wall_clock" },
+      { "label": "Application CT Gen", "seconds": 0.288574125, "metric": "wall_clock" },
+      { "label": "Running FHE Application", "seconds": 0.001384625, "metric": "wall_clock" },
+      { "label": "Aggregator P4: Aggregation pending -> PlaintextAggregated (wall)", "seconds": 103.520856, "metric": "wall_clock" },
+      { "label": "Ciphertext published -> PlaintextAggregated", "seconds": 334.1983295, "metric": "wall_clock" },
+      { "label": "Entire Test", "seconds": 5605.042426708, "metric": "wall_clock" }
+    ],
+    "folded_artifacts": {
+      "dkg_aggregator": {
+        "proof_hex": 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+        "public_inputs_hex": "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"
+      },
+      "decryption_aggregator": {
+        "proof_hex": 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+        "public_inputs_hex": "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+      }
+    }
+  },
+  "test_exit_code": {
+    "crisp": 0,
+    "folded_export": 0,
+    "interfold_contracts": 0
+  }
+}
diff --git a/circuits/benchmarks/results_secure_micro/integration_summary.json b/circuits/benchmarks/results_secure_micro/integration_summary.json
new file mode 100644
index 0000000000..ace99603b9
--- /dev/null
+++ b/circuits/benchmarks/results_secure_micro/integration_summary.json
@@ -0,0 +1,250 @@
+{
+  "integration_test": "test_trbfv_actor",
+  "benchmark_config": {
+    "mode": "secure",
+    "bfv_preset_subdir": "secure-8192",
+    "bfv_preset": "SecureThreshold8192",
+    "lambda": 50,
+    "proof_aggregation_enabled": true,
+    "multithread_concurrent_jobs": 13,
+    "committee_h": 5,
+    "committee_n": 9,
+    "committee_t": 4,
+    "nodes_spawned": 16,
+    "network_model": "in_process_bus",
+    "testmode_harness": true
+  },
+  "proof_aggregation_enabled": true,
+  "dkg_fold_attestation_verifier": "0x7969c5eD335650692Bc04293B07F5BF2e7A673C0",
+  "multithread": {
+    "rayon_threads": 13,
+    "max_simultaneous_rayon_tasks": 13,
+    "cores_available": 14
+  },
+  "operation_timings": [
+    {
+      "name": "CalculateDecryptionKey",
+      "avg_seconds": 0.041923838,
+      "runs": 9,
+      "total_seconds": 0.377314543
+    },
+    {
+      "name": "CalculateDecryptionShare",
+      "avg_seconds": 0.169763022,
+      "runs": 9,
+      "total_seconds": 1.527867206
+    },
+    {
+      "name": "CalculateThresholdDecryption",
+      "avg_seconds": 0.188830667,
+      "runs": 1,
+      "total_seconds": 0.188830667
+    },
+    {
+      "name": "GenEsiSss",
+      "avg_seconds": 0.517591101,
+      "runs": 9,
+      "total_seconds": 4.658319917
+    },
+    {
+      "name": "GenPkShareAndSkSss",
+      "avg_seconds": 0.519758712,
+      "runs": 9,
+      "total_seconds": 4.677828416
+    },
+    {
+      "name": "NodeDkgFold/c2ab_fold",
+      "avg_seconds": 28.564699092,
+      "runs": 9,
+      "total_seconds": 257.082291836
+    },
+    {
+      "name": "NodeDkgFold/c3a_fold",
+      "avg_seconds": 665.751029958,
+      "runs": 9,
+      "total_seconds": 5991.759269624
+    },
+    {
+      "name": "NodeDkgFold/c3ab_fold",
+      "avg_seconds": 13.677920254,
+      "runs": 9,
+      "total_seconds": 123.101282292
+    },
+    {
+      "name": "NodeDkgFold/c3b_fold",
+      "avg_seconds": 627.044043615,
+      "runs": 9,
+      "total_seconds": 5643.39639254
+    },
+    {
+      "name": "NodeDkgFold/c4ab_fold",
+      "avg_seconds": 12.85089624,
+      "runs": 9,
+      "total_seconds": 115.658066167
+    },
+    {
+      "name": "NodeDkgFold/node_fold",
+      "avg_seconds": 29.335869893,
+      "runs": 9,
+      "total_seconds": 264.022829042
+    },
+    {
+      "name": "ZkDecryptedSharesAggregation",
+      "avg_seconds": 5.934307209,
+      "runs": 1,
+      "total_seconds": 5.934307209
+    },
+    {
+      "name": "ZkDecryptionAggregation",
+      "avg_seconds": 97.371421875,
+      "runs": 1,
+      "total_seconds": 97.371421875
+    },
+    {
+      "name": "ZkDkgAggregation",
+      "avg_seconds": 5.380075417,
+      "runs": 1,
+      "total_seconds": 5.380075417
+    },
+    {
+      "name": "ZkDkgShareDecryption",
+      "avg_seconds": 76.340271504,
+      "runs": 18,
+      "total_seconds": 1374.124887084
+    },
+    {
+      "name": "ZkNodeDkgFold",
+      "avg_seconds": 904.325249439,
+      "runs": 9,
+      "total_seconds": 8138.927244957
+    },
+    {
+      "name": "ZkNodesFoldStep",
+      "avg_seconds": 4.391163124,
+      "runs": 5,
+      "total_seconds": 21.955815624
+    },
+    {
+      "name": "ZkPkAggregation",
+      "avg_seconds": 31.237663333,
+      "runs": 1,
+      "total_seconds": 31.237663333
+    },
+    {
+      "name": "ZkPkBfv",
+      "avg_seconds": 9.470989805,
+      "runs": 9,
+      "total_seconds": 85.238908249
+    },
+    {
+      "name": "ZkPkGeneration",
+      "avg_seconds": 87.110795134,
+      "runs": 9,
+      "total_seconds": 783.997156209
+    },
+    {
+      "name": "ZkShareComputation",
+      "avg_seconds": 94.84146134,
+      "runs": 18,
+      "total_seconds": 1707.146304126
+    },
+    {
+      "name": "ZkShareEncryption",
+      "avg_seconds": 105.638965935,
+      "runs": 432,
+      "total_seconds": 45636.033284039
+    },
+    {
+      "name": "ZkThresholdShareDecryption",
+      "avg_seconds": 187.468467925,
+      "runs": 9,
+      "total_seconds": 1687.216211332
+    },
+    {
+      "name": "ZkVerifyShareDecryptionProofs",
+      "avg_seconds": 0.583209972,
+      "runs": 9,
+      "total_seconds": 5.248889749
+    },
+    {
+      "name": "ZkVerifyShareProofs",
+      "avg_seconds": 2.362957439,
+      "runs": 11,
+      "total_seconds": 25.992531833
+    }
+  ],
+  "operation_timings_total_seconds": 72012.254993286,
+  "operation_timings_metric": "tracked_job_wall",
+  "phase_timings": [
+    {
+      "label": "Starting trbfv actor test",
+      "seconds": 0e-9,
+      "metric": "wall_clock"
+    },
+    {
+      "label": "Setup completed",
+      "seconds": 2.393101875,
+      "metric": "wall_clock"
+    },
+    {
+      "label": "Committee Setup Completed",
+      "seconds": 16.092655959,
+      "metric": "wall_clock"
+    },
+    {
+      "label": "Committee Finalization Complete",
+      "seconds": 0.001054875,
+      "metric": "wall_clock"
+    },
+    {
+      "label": "Aggregator P2: PkAggregation pending -> PublicKeyAggregated (wall)",
+      "seconds": 406.98499,
+      "metric": "wall_clock"
+    },
+    {
+      "label": "ThresholdShares -> PublicKeyAggregated",
+      "seconds": 5251.559821667,
+      "metric": "wall_clock"
+    },
+    {
+      "label": "E3Request -> PublicKeyAggregated",
+      "seconds": 5252.065132542,
+      "metric": "wall_clock"
+    },
+    {
+      "label": "Application CT Gen",
+      "seconds": 0.288574125,
+      "metric": "wall_clock"
+    },
+    {
+      "label": "Running FHE Application",
+      "seconds": 0.001384625,
+      "metric": "wall_clock"
+    },
+    {
+      "label": "Aggregator P4: Aggregation pending -> PlaintextAggregated (wall)",
+      "seconds": 103.520856,
+      "metric": "wall_clock"
+    },
+    {
+      "label": "Ciphertext published -> PlaintextAggregated",
+      "seconds": 334.1983295,
+      "metric": "wall_clock"
+    },
+    {
+      "label": "Entire Test",
+      "seconds": 5605.042426708,
+      "metric": "wall_clock"
+    }
+  ],
+  "folded_artifacts": {
+    "dkg_aggregator": {
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+      "public_inputs_hex": "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"
+    },
+    "decryption_aggregator": {
+      "proof_hex": 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+      "public_inputs_hex": "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+    }
+  }
+}
diff --git a/circuits/benchmarks/results_secure_micro/report.md b/circuits/benchmarks/results_secure_micro/report.md
new file mode 100644
index 0000000000..0e28bbe383
--- /dev/null
+++ b/circuits/benchmarks/results_secure_micro/report.md
@@ -0,0 +1,216 @@
+# Interfold ZK Circuit Benchmarks
+
+**Generated:** 2026-06-13 18:13:56 UTC
+
+**Git Branch:** `lock/fhers`  
+**Git Commit:** `c2dfd37d36d9e85b45b03db03bc7267964a4a6da`
+
+**Committee Size:** `H=5`, `N=9`, `T=4`
+
+## Run configuration
+
+Settings for this benchmark run (integration test + Nargo circuit benches on the same host).
+
+### Integration test (`test_trbfv_actor`)
+
+| Setting                                               | Value                                        |
+| ----------------------------------------------------- | -------------------------------------------- |
+| Benchmark mode                                        | `secure`                                     |
+| BFV preset (artifacts)                                | `secure-8192`                                |
+| BFV preset (enum)                                     | `SecureThreshold8192`                        |
+| λ (smudging / error)                                  | 50                                           |
+| Nodes spawned (builder)                               | 16                                           |
+| Network model                                         | `in_process_bus`                             |
+| Testmode harness                                      | true                                         |
+| `proof_aggregation_enabled`                           | true                                         |
+| `BENCHMARK_MULTITHREAD_JOBS` (max concurrent ZK jobs) | 13                                           |
+| Rayon worker threads                                  | 13                                           |
+| CPU cores (host)                                      | 14                                           |
+| `dkg_fold_attestation_verifier` (EIP-712)             | `0x7969c5eD335650692Bc04293B07F5BF2e7A673C0` |
+| Verbose logging (`run_benchmarks.sh --verbose`)       | true                                         |
+
+### Hardware & software (Nargo / Barretenberg host)
+
+|                  |                                                                                                                                                                                    |
+| ---------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
+| **CPU**          | Apple M4 Pro                                                                                                                                                                       |
+| **CPU cores**    | 14                                                                                                                                                                                 |
+| **RAM**          | 48.00 GB                                                                                                                                                                           |
+| **OS**           | Darwin                                                                                                                                                                             |
+| **Architecture** | arm64                                                                                                                                                                              |
+| **Nargo**        | nargo version = 1.0.0-beta.16 noirc version = 1.0.0-beta.16+2d46fca7203545cbbfb31a0d0328de6c10a8db95 (git version hash: 2d46fca7203545cbbfb31a0d0328de6c10a8db95, is dirty: false) |
+| **Barretenberg** | 3.0.0-nightly.20260102                                                                                                                                                             |
+
+---
+
+## Audit status
+
+On-chain verify gas: **complete** (CRISP Π_user + Interfold Π_DKG / Π_dec replay).
+
+---
+
+## Measurement methodology
+
+| Metric kind          | Source                                           | Meaning                                                                                    | Do **not** use for                                             |
+| -------------------- | ------------------------------------------------ | ------------------------------------------------------------------------------------------ | -------------------------------------------------------------- |
+| **wall_clock**       | `test_trbfv_actor` phase timers / HLC event span | End-to-end wait in the in-process test harness                                             | Production WAN latency; per-node deployment cost               |
+| **isolated_nargo**   | `benchmark_circuit.sh` per circuit               | Single `bb prove` on oracle witness, one circuit at a time                                 | Full protocol pipeline (different witness path)                |
+| **tracked_job_wall** | `MultithreadReport` per `ComputeRequest`         | Wall time of each job on the shared Rayon pool (≤ `BENCHMARK_MULTITHREAD_JOBS` concurrent) | End-to-end time — **sums exceed wall clock** when jobs overlap |
+
+**Harness limits (integration):** all ciphernodes share one process and bus
+(`network_model: in_process_bus`); sortition registers extra nodes; `testmode_*` enabled; proof
+aggregation always enabled. Compare runs only with the same `benchmark_mode`, committee,
+`BENCHMARK_MULTITHREAD_JOBS`, commit, and hardware.
+
+---
+
+## Protocol Summary
+
+### Circuit Benchmarks (isolated Nargo + Barretenberg)
+
+Single-circuit `bb prove` on the benchmark oracle witness (not the integration actor pipeline).
+
+| Circuit              | Constraints | Prove (s) | Verify (ms) | Proof (KB) |
+| -------------------- | ----------- | --------- | ----------- | ---------- |
+| C0                   | 287764      | 1.52      | 27.60       | 15.88      |
+| C1                   | 2223151     | 8.98      | 25.48       | 15.88      |
+| C2a                  | 4283826     | 17.92     | 24.61       | 15.88      |
+| C2b                  | 5726479     | 19.99     | 25.41       | 15.88      |
+| C3a                  | 3475239     | 10.76     | 25.48       | 15.88      |
+| C3b                  | 3475239     | 10.76     | 25.48       | 15.88      |
+| C4a                  | 2418310     | 9.17      | 24.96       | 15.88      |
+| C4b                  | 2418310     | 9.17      | 24.96       | 15.88      |
+| C5                   | 1426408     | 5.27      | 25.33       | 15.88      |
+| user_data_encryption | 1688676     | 5.71      | 24.50       | 15.88      |
+| C6                   | 2977263     | 10.14     | 25.04       | 15.88      |
+| C7                   | 191104      | 0.81      | 25.24       | 15.88      |
+
+### Artifacts
+
+| Artifact | Proof size | Public input size | Verify gas | Calldata gas | Total gas |
+| -------- | ---------- | ----------------- | ---------- | ------------ | --------- |
+| Π_DKG    | 10.69 KB   | 0.66 KB           | 3136910    | 178440       | 3315350   |
+| Π_user   | 15.88 KB   | 0.12 KB           | 2972965    | 193180       | 3166145   |
+| Π_dec    | 10.69 KB   | 3.75 KB           | 3658366    | 190656       | 3849022   |
+
+### Role / Phase / Activity
+
+| Role            | Phase | Activity                                  | Metric         | Duration  | Proof size | Bandwidth |
+| --------------- | ----- | ----------------------------------------- | -------------- | --------- | ---------- | --------- |
+| Each ciphernode | P1    | one-time DKG participation (test harness) | wall_clock     | 5251.56 s | 127.00 KB  | 130.06 KB |
+| Aggregator      | P2    | C5 + Π_DKG fold (aggregator span)         | wall_clock     | 406.98 s  | 10.69 KB   | 11.34 KB  |
+| User            | P3    | per user input                            | isolated_nargo | 10.96 s   | 15.88 KB   | 16.00 KB  |
+| Each ciphernode | P4    | per computation output (C6)               | isolated_nargo | 10.14 s   | 15.88 KB   | 16.00 KB  |
+| Aggregator      | P4    | C7 + Π_dec fold (full publish→aggregate)  | wall_clock     | 334.20 s  | 10.69 KB   | 14.44 KB  |
+| Aggregator      | P4    | C7 + fold only (pending→plaintext span)   | wall_clock     | 103.52 s  | 10.69 KB   | 14.44 KB  |
+
+_P2 **tracked_job_wall** sum (ZkDkgAggregation + ZkPkAggregation, parallelizable): **36.62 s** — not
+comparable to P2 wall_clock row above._
+
+## Integration test (`test_trbfv_actor`)
+
+### End-to-end phase timings (integration test)
+
+| Phase                                                              | Metric       | Duration (s) |
+| ------------------------------------------------------------------ | ------------ | ------------ |
+| Starting trbfv actor test                                          | `wall_clock` | 0.00         |
+| Setup completed                                                    | `wall_clock` | 2.39         |
+| Committee Setup Completed                                          | `wall_clock` | 16.09        |
+| Committee Finalization Complete                                    | `wall_clock` | 0.00         |
+| Aggregator P2: PkAggregation pending -> PublicKeyAggregated (wall) | `wall_clock` | 406.98       |
+| ThresholdShares -> PublicKeyAggregated                             | `wall_clock` | 5251.56      |
+| E3Request -> PublicKeyAggregated                                   | `wall_clock` | 5252.07      |
+| Application CT Gen                                                 | `wall_clock` | 0.29         |
+| Running FHE Application                                            | `wall_clock` | 0.00         |
+| Aggregator P4: Aggregation pending -> PlaintextAggregated (wall)   | `wall_clock` | 103.52       |
+| Ciphertext published -> PlaintextAggregated                        | `wall_clock` | 334.20       |
+| Entire Test                                                        | `wall_clock` | 5605.04      |
+
+### Multithread job timings (`tracked_job_wall`)
+
+| Name                          | Avg (s) | Runs | Total (s) |
+| ----------------------------- | ------- | ---- | --------- |
+| CalculateDecryptionKey        | 0.04    | 9    | 0.38      |
+| CalculateDecryptionShare      | 0.17    | 9    | 1.53      |
+| CalculateThresholdDecryption  | 0.19    | 1    | 0.19      |
+| GenEsiSss                     | 0.52    | 9    | 4.66      |
+| GenPkShareAndSkSss            | 0.52    | 9    | 4.68      |
+| NodeDkgFold/c2ab_fold         | 28.56   | 9    | 257.08    |
+| NodeDkgFold/c3a_fold          | 665.75  | 9    | 5991.76   |
+| NodeDkgFold/c3ab_fold         | 13.68   | 9    | 123.10    |
+| NodeDkgFold/c3b_fold          | 627.04  | 9    | 5643.40   |
+| NodeDkgFold/c4ab_fold         | 12.85   | 9    | 115.66    |
+| NodeDkgFold/node_fold         | 29.34   | 9    | 264.02    |
+| ZkDecryptedSharesAggregation  | 5.93    | 1    | 5.93      |
+| ZkDecryptionAggregation       | 97.37   | 1    | 97.37     |
+| ZkDkgAggregation              | 5.38    | 1    | 5.38      |
+| ZkDkgShareDecryption          | 76.34   | 18   | 1374.12   |
+| ZkNodeDkgFold                 | 904.33  | 9    | 8138.93   |
+| ZkNodesFoldStep               | 4.39    | 5    | 21.96     |
+| ZkPkAggregation               | 31.24   | 1    | 31.24     |
+| ZkPkBfv                       | 9.47    | 9    | 85.24     |
+| ZkPkGeneration                | 87.11   | 9    | 784.00    |
+| ZkShareComputation            | 94.84   | 18   | 1707.15   |
+| ZkShareEncryption             | 105.64  | 432  | 45636.03  |
+| ZkThresholdShareDecryption    | 187.47  | 9    | 1687.22   |
+| ZkVerifyShareDecryptionProofs | 0.58    | 9    | 5.25      |
+| ZkVerifyShareProofs           | 2.36    | 11   | 25.99     |
+
+Sum of tracked job wall time: **72012.25 s** — **not** end-to-end latency (jobs run in parallel up
+to `BENCHMARK_MULTITHREAD_JOBS`).
+
+### NodeDkgFold sub-steps (`tracked_job_wall`, per fold prove)
+
+| Step      | Avg (s) | Runs | Total (s) |
+| --------- | ------- | ---- | --------- |
+| c2ab_fold | 28.56   | 9    | 257.08    |
+| c3a_fold  | 665.75  | 9    | 5991.76   |
+| c3ab_fold | 13.68   | 9    | 123.10    |
+| c3b_fold  | 627.04  | 9    | 5643.40   |
+| c4ab_fold | 12.85   | 9    | 115.66    |
+| node_fold | 29.34   | 9    | 264.02    |
+
+### Aggregation jobs (`tracked_job_wall`)
+
+| Operation                    | Avg (s) | Runs | Total (s) |
+| ---------------------------- | ------- | ---- | --------- |
+| ZkDecryptedSharesAggregation | 5.93    | 1    | 5.93      |
+| ZkDecryptionAggregation      | 97.37   | 1    | 97.37     |
+| ZkDkgAggregation             | 5.38    | 1    | 5.38      |
+| ZkNodeDkgFold                | 904.33  | 9    | 8138.93   |
+| ZkPkAggregation              | 31.24   | 1    | 31.24     |
+
+Sum of aggregation job tracked time: **8278.85 s** (parallel CPU work; not P1/P2 wall clock).
+
+### Folded on-chain artifacts (exported for Π_DKG / Π_dec gas)
+
+| Artifact              | Proof (bytes) | Public inputs (bytes) |
+| --------------------- | ------------- | --------------------- |
+| dkg_aggregator        | 10944         | 672                   |
+| decryption_aggregator | 10944         | 3840                  |
+
+## Raw circuit benchmark JSON (Nargo)
+
+Source files for the **Circuit Benchmarks** table. Persist this directory with
+`crisp_verify_gas.json` (and optional `integration_summary.json`) to regenerate the report without
+re-running the integration test.
+
+| File                                                  |
+| ----------------------------------------------------- |
+| `config_default.json`                                 |
+| `dkg_e_sm_share_computation_default.json`             |
+| `dkg_pk_default.json`                                 |
+| `dkg_share_decryption_default.json`                   |
+| `dkg_share_encryption_default.json`                   |
+| `dkg_sk_share_computation_default.json`               |
+| `threshold_decrypted_shares_aggregation_default.json` |
+| `threshold_pk_aggregation_default.json`               |
+| `threshold_pk_generation_default.json`                |
+| `threshold_share_decryption_default.json`             |
+| `threshold_user_data_encryption_ct0_default.json`     |
+| `threshold_user_data_encryption_ct1_default.json`     |
+
+## Notes
+
+- All nodes are executed on the same machine in this benchmark run, so inter-node network latency is
+  effectively 0.
diff --git a/circuits/lib/src/configs/insecure/threshold.nr b/circuits/lib/src/configs/insecure/threshold.nr
index c6741c0e36..8163f6e1a9 100644
--- a/circuits/lib/src/configs/insecure/threshold.nr
+++ b/circuits/lib/src/configs/insecure/threshold.nr
@@ -1067,7 +1067,7 @@ pub global PK_GENERATION_BIT_PK: u32 = 35;
 
 pub global PK_GENERATION_EEK_BOUND: Field = 20;
 pub global PK_GENERATION_SK_BOUND: Field = 1;
-pub global PK_GENERATION_E_SM_BOUND: Field = 206867200;
+pub global PK_GENERATION_E_SM_BOUND: Field = 252051456;
 pub global PK_GENERATION_R1_BOUNDS: [Field; L] = [256, 256];
 pub global PK_GENERATION_R2_BOUNDS: [Field; L] = [34359701504, 34359615488];
 
diff --git a/circuits/lib/src/configs/secure/threshold.nr b/circuits/lib/src/configs/secure/threshold.nr
index 544d9b3def..93cece8081 100644
--- a/circuits/lib/src/configs/secure/threshold.nr
+++ b/circuits/lib/src/configs/secure/threshold.nr
@@ -24627,7 +24627,7 @@ pub global PK_GENERATION_BIT_PK: u32 = 57;
 
 pub global PK_GENERATION_EEK_BOUND: Field = 20;
 pub global PK_GENERATION_SK_BOUND: Field = 1;
-pub global PK_GENERATION_E_SM_BOUND: Field = 8307674973655728550649657019768766464000000;
+pub global PK_GENERATION_E_SM_BOUND: Field = 8307674973655731686596149550392541184000000;
 pub global PK_GENERATION_R1_BOUNDS: [Field; L] = [4096, 4096, 4096];
 pub global PK_GENERATION_R2_BOUNDS: [Field; L] =
     [72057594049265664, 72057594048610304, 72057594047397888];
diff --git a/crates/aggregator/src/actors/threshold_plaintext_aggregator.rs b/crates/aggregator/src/actors/threshold_plaintext_aggregator.rs
index 497d7b6628..4b90e906c0 100644
--- a/crates/aggregator/src/actors/threshold_plaintext_aggregator.rs
+++ b/crates/aggregator/src/actors/threshold_plaintext_aggregator.rs
@@ -18,8 +18,8 @@ use anyhow::{anyhow, bail, ensure, Result};
 use e3_data::Persistable;
 use e3_events::{
     prelude::*, trap, AggregationProofPending, AggregationProofSigned, BusHandle,
-    CommitteeMemberExpelled, ComputeRequest, ComputeRequestError, ComputeResponse,
-    ComputeResponseKind, CorrelationId, DecryptedSharesAggregationProofRequest,
+    CommitteeMemberExpelled, ComputeRequest, ComputeRequestError, ComputeRequestErrorKind,
+    ComputeResponse, ComputeResponseKind, CorrelationId, DecryptedSharesAggregationProofRequest,
     DecryptionAggregationRequest, DecryptionshareCreated, Die, E3Failed, E3Stage, E3id, EType,
     EventContext, FailureReason, InterfoldEvent, InterfoldEventData, PlaintextAggregated, Proof,
     Sequenced, ShareVerificationComplete, ShareVerificationDispatched, SignedProofPayload,
@@ -642,6 +642,27 @@ impl ThresholdPlaintextAggregator {
             return Ok(());
         }
 
+        // Surface the structured threshold-BFV failure when present so the implicated party and
+        // failure mode are visible in logs. Slashing/accusation stays driven by the C6 proof
+        // verification path; this is diagnostics only.
+        if let ComputeRequestErrorKind::TrBFV(trbfv_err) = msg.get_err() {
+            let failure = trbfv_err.failure();
+            match &failure.threshold {
+                Some(threshold) => warn!(
+                    e3_id = %self.e3_id,
+                    kind = ?threshold.kind,
+                    party_id = ?threshold.party_id,
+                    "threshold decryption failed with structured error: {}",
+                    threshold.message,
+                ),
+                None => warn!(
+                    e3_id = %self.e3_id,
+                    "threshold decryption failed: {}",
+                    failure.message,
+                ),
+            }
+        }
+
         self.fail_decryption_round(ec)
     }
 
@@ -1173,7 +1194,7 @@ mod tests {
         aggregator.handle_compute_request_error(TypedEvent::new(
             ComputeRequestError::new(
                 ComputeRequestErrorKind::TrBFV(e3_trbfv::TrBFVError::CalculateThresholdDecryption(
-                    "boom".to_string(),
+                    "boom".into(),
                 )),
                 request,
             ),
diff --git a/crates/evm/src/domain/interfold_events.rs b/crates/evm/src/domain/interfold_events.rs
index 898f69f003..ee74b6f823 100644
--- a/crates/evm/src/domain/interfold_events.rs
+++ b/crates/evm/src/domain/interfold_events.rs
@@ -54,14 +54,18 @@ impl E3RequestedWithChainId {
         let params_arc = BfvParamSet::from(params_preset).build_arc();
         let params_bytes = encode_bfv_params(&params_arc);
 
-        let lambda = params_preset.metadata().lambda;
+        // Lambda is secure or insecure depending on the preset's security tier.
+        let lambda = params_preset
+            .lambda()
+            .map_err(|e| anyhow::anyhow!("Failed to build lambda for preset: {}", e))?;
+        let lambda_value = lambda.value();
 
         let error_size = match calculate_error_size(params_arc, threshold_n, threshold_m, lambda) {
             Ok(size) => {
                 let size_bytes = size.to_bytes_be();
                 info!(
                     "Calculated error_size for E3 (threshold_n={}, threshold_m={}, lambda={}): {} bytes",
-                    threshold_n, threshold_m, lambda, size_bytes.len()
+                    threshold_n, threshold_m, lambda_value, size_bytes.len()
                 );
                 ArcBytes::from_bytes(&size_bytes)
             }
diff --git a/crates/fhe-params/src/lib.rs b/crates/fhe-params/src/lib.rs
index 7d06629ebf..bd6bdf2d76 100644
--- a/crates/fhe-params/src/lib.rs
+++ b/crates/fhe-params/src/lib.rs
@@ -22,6 +22,6 @@ pub use crp::{create_deterministic_crp_from_default_seed, create_deterministic_c
 #[cfg(feature = "abi-encoding")]
 pub use encoding::{decode_bfv_params, decode_bfv_params_arc, encode_bfv_params, EncodingError};
 pub use presets::{
-    default_param_set, BfvParamSet, BfvPreset, ParameterType, PresetError, PresetMetadata,
-    PresetSearchDefaults, SecurityTier, DEFAULT_BFV_PRESET,
+    default_param_set, BfvParamSet, BfvPreset, LambdaConfig, ParameterType, PresetError,
+    PresetMetadata, PresetSearchDefaults, SecurityTier, DEFAULT_BFV_PRESET,
 };
diff --git a/crates/fhe-params/src/presets.rs b/crates/fhe-params/src/presets.rs
index 4a533c43dc..105dbd1361 100644
--- a/crates/fhe-params/src/presets.rs
+++ b/crates/fhe-params/src/presets.rs
@@ -22,6 +22,7 @@ use std::sync::Arc;
 use thiserror::Error as ThisError;
 
 use fhe::bfv::BfvParameters;
+use fhe::trbfv::Lambda;
 
 /// BFV preset configurations for PVSS (Public Verifiable Secret Sharing)
 ///
@@ -208,6 +209,36 @@ pub enum PresetError {
     UnknownPreset(String),
     #[error("Preset does not define a Threshold (trBFV) / DKG (BFV) pair: {0}")]
     MissingPair(&'static str),
+    #[error("Preset lambda is not secure: {0}")]
+    InsecureLambda(String),
+}
+
+/// Serializable smudging security level, mirroring [`fhe::trbfv::Lambda`].
+///
+/// `Lambda` is a foreign type without `serde` support, so requests that travel over the
+/// wire (e.g. `GenPkShareAndSkSssRequest`) carry this instead and reconstruct the real
+/// [`Lambda`] at the point of use via [`LambdaConfig::into_lambda`]. The `Secure`/`Insecure`
+/// distinction is preserved across (de)serialization so the security tier chosen upstream
+/// from a [`BfvPreset`] is faithfully enforced downstream.
+#[derive(Debug, Clone, Copy, PartialEq, Eq, Hash, Serialize, Deserialize)]
+pub enum LambdaConfig {
+    /// Production security level; validated against `MIN_SECURE_LAMBDA` by [`Lambda::secure`].
+    Secure(usize),
+    /// Deliberately weak level for fast testing; see [`Lambda::insecure`].
+    Insecure(usize),
+}
+
+impl LambdaConfig {
+    /// Reconstruct the real [`Lambda`]. `Secure` variants fail if the value is below the
+    /// library's secure minimum.
+    pub fn into_lambda(self) -> Result<Lambda, PresetError> {
+        match self {
+            LambdaConfig::Secure(lambda) => {
+                Lambda::secure(lambda).map_err(|e| PresetError::InsecureLambda(e.to_string()))
+            }
+            LambdaConfig::Insecure(lambda) => Ok(Lambda::insecure(lambda)),
+        }
+    }
 }
 
 /// A complete BFV parameter set definition
@@ -386,6 +417,28 @@ impl BfvPreset {
         self.metadata().security
     }
 
+    /// Returns the serializable smudging security level for this preset.
+    ///
+    /// Maps the preset's [`SecurityTier`] onto [`LambdaConfig`]: secure presets become
+    /// `LambdaConfig::Secure`, insecure presets `LambdaConfig::Insecure`. Use this when the
+    /// level must cross a serialization boundary; otherwise prefer [`BfvPreset::lambda`].
+    pub fn lambda_config(&self) -> LambdaConfig {
+        let meta = self.metadata();
+        match meta.security {
+            SecurityTier::SECURE => LambdaConfig::Secure(meta.lambda),
+            SecurityTier::INSECURE => LambdaConfig::Insecure(meta.lambda),
+        }
+    }
+
+    /// Builds the smudging security level ([`Lambda`]) for this preset.
+    ///
+    /// Secure presets validate that lambda meets the library's secure minimum; insecure
+    /// presets opt into a deliberately weak lambda for fast testing. Mirrors the preset's
+    /// [`SecurityTier`].
+    pub fn lambda(&self) -> Result<Lambda, PresetError> {
+        self.lambda_config().into_lambda()
+    }
+
     /// Returns the base directory name for circuit artifacts (e.g. `"insecure-512"`, `"secure-8192"`).
     /// Threshold and DKG presets at the same degree share the same compiled circuits.
     pub fn artifacts_dir(&self) -> String {
diff --git a/crates/fhe-params/src/search/bfv.rs b/crates/fhe-params/src/search/bfv.rs
index 8cc66be28e..ecf54c6817 100644
--- a/crates/fhe-params/src/search/bfv.rs
+++ b/crates/fhe-params/src/search/bfv.rs
@@ -194,15 +194,12 @@ pub fn finalize_bfv_candidate(
         * BigUint::from(bfv_search_config.b_chi))
         * &two_pow_lambda;
 
-    // B_fresh ≤ B_Enc + d B B_chi+ d B B_chi n
-    let term_d_b_chi = BigUint::from(d)
-        * BigUint::from(bfv_search_config.b)
-        * BigUint::from(bfv_search_config.b_chi);
+    // B_fresh ≤ B_Enc + d B B_chi n+ d B B_chi n
     let term_d_b_b_chi_n = BigUint::from(d)
         * BigUint::from(bfv_search_config.b)
         * BigUint::from(bfv_search_config.b_chi)
         * BigUint::from(bfv_search_config.n);
-    let b_fresh = &benc_min + &term_d_b_chi + &term_d_b_b_chi_n;
+    let b_fresh = &benc_min + &term_d_b_b_chi_n + &term_d_b_b_chi_n;
 
     // B_C = z (B_fresh + r_k(q))
     let b_c = BigUint::from(bfv_search_config.z) * (&b_fresh + BigUint::from(rkq));
diff --git a/crates/keyshare/src/actors/threshold_keyshare.rs b/crates/keyshare/src/actors/threshold_keyshare.rs
index 9df9b0fd3d..757b938930 100644
--- a/crates/keyshare/src/actors/threshold_keyshare.rs
+++ b/crates/keyshare/src/actors/threshold_keyshare.rs
@@ -696,7 +696,7 @@ impl ThresholdKeyshare {
             TrBFVRequest::GenPkShareAndSkSss(GenPkShareAndSkSssRequest {
                 trbfv_config,
                 crp,
-                lambda: defaults.lambda as usize,
+                lambda: threshold_preset.lambda_config(),
                 num_ciphertexts: defaults.z as usize,
             }),
             CorrelationId::new(),
diff --git a/crates/multithread/src/multithread.rs b/crates/multithread/src/multithread.rs
index 8db3d8cf1c..1adafa3e61 100644
--- a/crates/multithread/src/multithread.rs
+++ b/crates/multithread/src/multithread.rs
@@ -54,7 +54,7 @@ use e3_trbfv::helpers::try_poly_from_sensitive_bytes;
 use e3_trbfv::helpers::try_poly_ntt_from_bytes;
 use e3_trbfv::helpers::try_poly_pb_from_bytes;
 use e3_trbfv::shares::SharedSecret;
-use e3_trbfv::{TrBFVError, TrBFVRequest, TrBFVResponse};
+use e3_trbfv::{TrBFVError, TrBFVFailure, TrBFVRequest, TrBFVResponse};
 use e3_utils::SharedRng;
 use e3_utils::MAILBOX_LIMIT;
 use e3_zk_helpers::circuits::dkg::pk::circuit::{PkCircuit, PkCircuitData};
@@ -270,16 +270,18 @@ async fn handle_compute_request_event(
                 ComputeRequestKind::TrBFV(ref trbfv_req) => {
                     let msg = format!("Pool error: {pool_err}");
                     ComputeRequestErrorKind::TrBFV(match trbfv_req {
-                        TrBFVRequest::GenPkShareAndSkSss(_) => TrBFVError::GenPkShareAndSkSss(msg),
-                        TrBFVRequest::GenEsiSss(_) => TrBFVError::GenEsiSss(msg),
+                        TrBFVRequest::GenPkShareAndSkSss(_) => {
+                            TrBFVError::GenPkShareAndSkSss(msg.into())
+                        }
+                        TrBFVRequest::GenEsiSss(_) => TrBFVError::GenEsiSss(msg.into()),
                         TrBFVRequest::CalculateDecryptionKey(_) => {
-                            TrBFVError::CalculateDecryptionKey(msg)
+                            TrBFVError::CalculateDecryptionKey(msg.into())
                         }
                         TrBFVRequest::CalculateDecryptionShare(_) => {
-                            TrBFVError::CalculateDecryptionShare(msg)
+                            TrBFVError::CalculateDecryptionShare(msg.into())
                         }
                         TrBFVRequest::CalculateThresholdDecryption(_) => {
-                            TrBFVError::CalculateThresholdDecryption(msg)
+                            TrBFVError::CalculateThresholdDecryption(msg.into())
                         }
                     })
                 }
@@ -558,7 +560,9 @@ fn handle_trbfv_request(
                     request.e3_id,
                 )),
                 Err(e) => Err(ComputeRequestError::new(
-                    ComputeRequestErrorKind::TrBFV(TrBFVError::GenPkShareAndSkSss(e.to_string())),
+                    ComputeRequestErrorKind::TrBFV(TrBFVError::GenPkShareAndSkSss(
+                        TrBFVFailure::from_error(&e),
+                    )),
                     request,
                 )),
             }
@@ -572,7 +576,9 @@ fn handle_trbfv_request(
                     request.e3_id,
                 )),
                 Err(e) => Err(ComputeRequestError::new(
-                    ComputeRequestErrorKind::TrBFV(TrBFVError::GenEsiSss(e.to_string())),
+                    ComputeRequestErrorKind::TrBFV(TrBFVError::GenEsiSss(
+                        TrBFVFailure::from_error(&e),
+                    )),
                     request,
                 )),
             }
@@ -590,7 +596,7 @@ fn handle_trbfv_request(
                     error!("Error calculating decryption key: {}", e);
                     Err(ComputeRequestError::new(
                         ComputeRequestErrorKind::TrBFV(TrBFVError::CalculateDecryptionKey(
-                            e.to_string(),
+                            TrBFVFailure::from_error(&e),
                         )),
                         request,
                     ))
@@ -608,7 +614,7 @@ fn handle_trbfv_request(
                 )),
                 Err(e) => Err(ComputeRequestError::new(
                     ComputeRequestErrorKind::TrBFV(TrBFVError::CalculateDecryptionShare(
-                        e.to_string(),
+                        TrBFVFailure::from_error(&e),
                     )),
                     request,
                 )),
@@ -625,7 +631,7 @@ fn handle_trbfv_request(
                 )),
                 Err(e) => Err(ComputeRequestError::new(
                     ComputeRequestErrorKind::TrBFV(TrBFVError::CalculateThresholdDecryption(
-                        e.to_string(),
+                        TrBFVFailure::from_error(&e),
                     )),
                     request,
                 )),
diff --git a/crates/support/Cargo.lock b/crates/support/Cargo.lock
index c9f2d987df..3cfe739ccb 100644
--- a/crates/support/Cargo.lock
+++ b/crates/support/Cargo.lock
@@ -221,6 +221,15 @@ dependencies = [
  "memchr",
 ]
 
+[[package]]
+name = "aligned-vec"
+version = "0.6.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "dc890384c8602f339876ded803c97ad529f3842aba97f6392b3dba0dd171769b"
+dependencies = [
+ "equator",
+]
+
 [[package]]
 name = "alloc-no-stdlib"
 version = "2.0.4"
@@ -295,12 +304,12 @@ dependencies = [
  "either",
  "k256",
  "once_cell",
- "rand 0.8.5",
+ "rand 0.8.6",
  "secp256k1",
  "serde",
  "serde_json",
  "serde_with",
- "thiserror 2.0.17",
+ "thiserror 2.0.18",
 ]
 
 [[package]]
@@ -336,7 +345,7 @@ dependencies = [
  "futures",
  "futures-util",
  "serde_json",
- "thiserror 2.0.17",
+ "thiserror 2.0.18",
 ]
 
 [[package]]
@@ -377,7 +386,7 @@ dependencies = [
  "alloy-rlp",
  "crc",
  "serde",
- "thiserror 2.0.17",
+ "thiserror 2.0.18",
 ]
 
 [[package]]
@@ -400,7 +409,7 @@ dependencies = [
  "alloy-primitives",
  "alloy-rlp",
  "serde",
- "thiserror 2.0.17",
+ "thiserror 2.0.18",
 ]
 
 [[package]]
@@ -422,7 +431,7 @@ dependencies = [
  "serde",
  "serde_with",
  "sha2",
- "thiserror 2.0.17",
+ "thiserror 2.0.18",
 ]
 
 [[package]]
@@ -474,7 +483,7 @@ dependencies = [
  "http 1.4.0",
  "serde",
  "serde_json",
- "thiserror 2.0.17",
+ "thiserror 2.0.18",
  "tracing",
 ]
 
@@ -501,7 +510,7 @@ dependencies = [
  "futures-utils-wasm",
  "serde",
  "serde_json",
- "thiserror 2.0.17",
+ "thiserror 2.0.18",
 ]
 
 [[package]]
@@ -530,10 +539,10 @@ dependencies = [
  "alloy-signer",
  "alloy-signer-local",
  "k256",
- "rand 0.8.5",
+ "rand 0.8.6",
  "serde_json",
  "tempfile",
- "thiserror 2.0.17",
+ "thiserror 2.0.18",
  "tracing",
  "url",
 ]
@@ -599,7 +608,7 @@ dependencies = [
  "reqwest",
  "serde",
  "serde_json",
- "thiserror 2.0.17",
+ "thiserror 2.0.18",
  "tokio",
  "tracing",
  "url",
@@ -704,7 +713,7 @@ dependencies = [
  "serde",
  "serde_json",
  "serde_with",
- "thiserror 2.0.17",
+ "thiserror 2.0.18",
 ]
 
 [[package]]
@@ -730,7 +739,7 @@ dependencies = [
  "either",
  "elliptic-curve 0.13.8",
  "k256",
- "thiserror 2.0.17",
+ "thiserror 2.0.18",
 ]
 
 [[package]]
@@ -745,8 +754,8 @@ dependencies = [
  "alloy-signer",
  "async-trait",
  "k256",
- "rand 0.8.5",
- "thiserror 2.0.17",
+ "rand 0.8.6",
+ "thiserror 2.0.18",
 ]
 
 [[package]]
@@ -838,7 +847,7 @@ dependencies = [
  "parking_lot",
  "serde",
  "serde_json",
- "thiserror 2.0.17",
+ "thiserror 2.0.18",
  "tokio",
  "tower",
  "tracing",
@@ -934,7 +943,7 @@ version = "1.1.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "40c48f72fd53cd289104fc64099abca73db4166ad86ea0b4341abe65af83dadc"
 dependencies = [
- "windows-sys 0.61.2",
+ "windows-sys 0.60.2",
 ]
 
 [[package]]
@@ -945,7 +954,7 @@ checksum = "291e6a250ff86cd4a820112fb8898808a366d8f9f58ce16d1f538353ad55747d"
 dependencies = [
  "anstyle",
  "once_cell_polyfill",
- "windows-sys 0.61.2",
+ "windows-sys 0.60.2",
 ]
 
 [[package]]
@@ -1322,7 +1331,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "1df2c09229cbc5a028b1d70e00fdb2acee28b1055dfb5ca73eea49c5a25c4e7c"
 dependencies = [
  "num-traits",
- "rand 0.8.5",
+ "rand 0.8.6",
 ]
 
 [[package]]
@@ -1332,7 +1341,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "94893f1e0c6eeab764ade8dc4c0db24caf4fe7cbbaafc0eba0a9030f447b5185"
 dependencies = [
  "num-traits",
- "rand 0.8.5",
+ "rand 0.8.6",
 ]
 
 [[package]]
@@ -1342,7 +1351,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "246a225cc6131e9ee4f24619af0f19d67761fff15d7ccc22e42b80846e69449a"
 dependencies = [
  "num-traits",
- "rand 0.8.5",
+ "rand 0.8.6",
 ]
 
 [[package]]
@@ -2132,7 +2141,7 @@ dependencies = [
  "maybe-async",
  "reqwest",
  "serde",
- "thiserror 2.0.17",
+ "thiserror 2.0.18",
 ]
 
 [[package]]
@@ -2192,7 +2201,7 @@ dependencies = [
  "sha2",
  "siwe",
  "tempfile",
- "thiserror 2.0.17",
+ "thiserror 2.0.18",
  "time",
  "tokio",
  "tokio-tungstenite",
@@ -2237,9 +2246,9 @@ checksum = "7575182f7272186991736b70173b0ea045398f984bf5ebbb3804736ce1330c9d"
 
 [[package]]
 name = "bytemuck"
-version = "1.23.1"
+version = "1.25.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5c76a5792e44e4abe34d3abf15636779261d45a7450612059293d1d2cfc63422"
+checksum = "c8efb64bd706a16a1bdde310ae86b351e4d21550d98d056f22f8a7f7a2183fec"
 dependencies = [
  "bytemuck_derive",
 ]
@@ -2333,7 +2342,7 @@ dependencies = [
  "semver 1.0.27",
  "serde",
  "serde_json",
- "thiserror 2.0.17",
+ "thiserror 2.0.18",
 ]
 
 [[package]]
@@ -2376,9 +2385,9 @@ dependencies = [
 
 [[package]]
 name = "clap"
-version = "4.5.53"
+version = "4.5.41"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c9e340e012a1bf4935f5282ed1436d1489548e8f72308207ea5df0e23d2d03f8"
+checksum = "be92d32e80243a54711e5d7ce823c35c41c9d929dc4ab58e1276f625841aadf9"
 dependencies = [
  "clap_builder",
  "clap_derive",
@@ -2386,9 +2395,9 @@ dependencies = [
 
 [[package]]
 name = "clap_builder"
-version = "4.5.53"
+version = "4.5.41"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d76b5d13eaa18c901fd2f7fca939fefe3a0727a953561fefdf3b2922b8569d00"
+checksum = "707eab41e9622f9139419d573eca0900137718000c517d47da73045f54331c3d"
 dependencies = [
  "anstream",
  "anstyle",
@@ -2398,9 +2407,9 @@ dependencies = [
 
 [[package]]
 name = "clap_derive"
-version = "4.5.49"
+version = "4.5.41"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2a0b5487afeab2deb2ff4e03a807ad1a03ac532ff5a2cee5d86884440c7f7671"
+checksum = "ef4f52386a59ca4c860f7393bcf8abd8dfd91ecccc0f774635ff68e92eeef491"
 dependencies = [
  "heck",
  "proc-macro2",
@@ -2429,7 +2438,7 @@ version = "0.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0fa961b519f0b462e3a3b4a34b64d119eeaca1d59af726fe450bbba07a9fc0a1"
 dependencies = [
- "thiserror 2.0.17",
+ "thiserror 2.0.18",
 ]
 
 [[package]]
@@ -2878,7 +2887,7 @@ dependencies = [
  "libc",
  "option-ext",
  "redox_users 0.5.2",
- "windows-sys 0.61.2",
+ "windows-sys 0.60.2",
 ]
 
 [[package]]
@@ -2950,13 +2959,30 @@ version = "1.0.20"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d0881ea181b1df73ff77ffaaf9c7544ecc11e82fba9b5f27b262a3c73a332555"
 
+[[package]]
+name = "e3-bfv-client"
+version = "0.2.0"
+source = "git+https://github.com/gnosisguild/interfold?tag=v0.2.0#6d70e718d31141ad3a049ed82cea0e82bcf08681"
+dependencies = [
+ "anyhow",
+ "e3-fhe-params",
+ "e3-polynomial",
+ "e3-zk-helpers",
+ "fhe",
+ "fhe-traits",
+ "rand 0.9.2",
+ "thiserror 1.0.69",
+]
+
 [[package]]
 name = "e3-compute-provider"
-version = "0.1.5"
-source = "git+https://github.com/gnosisguild/enclave?rev=632766e4ed1ceeccdeb023a56f16413a33be6f46#632766e4ed1ceeccdeb023a56f16413a33be6f46"
+version = "0.2.0"
+source = "git+https://github.com/gnosisguild/interfold?tag=v0.2.0#6d70e718d31141ad3a049ed82cea0e82bcf08681"
 dependencies = [
  "ark-bn254 0.4.0",
  "ark-ff 0.4.2",
+ "e3-bfv-client",
+ "e3-fhe-params",
  "hex",
  "lean-imt",
  "light-poseidon",
@@ -2970,16 +2996,57 @@ dependencies = [
 
 [[package]]
 name = "e3-fhe-params"
-version = "0.1.7"
-source = "git+https://github.com/gnosisguild/enclave?rev=dbdaaee1db9d868adacc03f75bb2ac85024359ae#dbdaaee1db9d868adacc03f75bb2ac85024359ae"
+version = "0.2.0"
+source = "git+https://github.com/gnosisguild/interfold?tag=v0.2.0#6d70e718d31141ad3a049ed82cea0e82bcf08681"
 dependencies = [
  "alloy-dyn-abi",
  "alloy-primitives",
+ "anyhow",
+ "clap",
  "fhe",
  "num-bigint",
+ "num-traits",
+ "rand 0.9.2",
+ "rand_chacha 0.9.0",
+ "serde",
  "thiserror 1.0.69",
 ]
 
+[[package]]
+name = "e3-parity-matrix"
+version = "0.2.0"
+source = "git+https://github.com/gnosisguild/interfold?tag=v0.2.0#6d70e718d31141ad3a049ed82cea0e82bcf08681"
+dependencies = [
+ "num-bigint",
+ "num-traits",
+ "serde",
+ "thiserror 1.0.69",
+]
+
+[[package]]
+name = "e3-polynomial"
+version = "0.2.0"
+source = "git+https://github.com/gnosisguild/interfold?tag=v0.2.0#6d70e718d31141ad3a049ed82cea0e82bcf08681"
+dependencies = [
+ "fhe-math",
+ "num-bigint",
+ "num-traits",
+ "serde",
+ "thiserror 1.0.69",
+]
+
+[[package]]
+name = "e3-safe"
+version = "0.2.0"
+source = "git+https://github.com/gnosisguild/interfold?tag=v0.2.0#6d70e718d31141ad3a049ed82cea0e82bcf08681"
+dependencies = [
+ "ark-bn254 0.5.0",
+ "ark-ff 0.5.0",
+ "hex",
+ "sha3",
+ "taceo-poseidon2",
+]
+
 [[package]]
 name = "e3-support-app"
 version = "0.1.0"
@@ -3017,7 +3084,7 @@ dependencies = [
  "fhe-util",
  "log",
  "methods",
- "rand 0.8.5",
+ "rand 0.9.2",
  "risc0-ethereum-contracts 3.0.0",
  "risc0-zkvm",
  "serde",
@@ -3047,6 +3114,36 @@ dependencies = [
  "fhe-traits",
 ]
 
+[[package]]
+name = "e3-zk-helpers"
+version = "0.2.0"
+source = "git+https://github.com/gnosisguild/interfold?tag=v0.2.0#6d70e718d31141ad3a049ed82cea0e82bcf08681"
+dependencies = [
+ "anyhow",
+ "ark-bn254 0.5.0",
+ "ark-ff 0.5.0",
+ "clap",
+ "e3-fhe-params",
+ "e3-parity-matrix",
+ "e3-polynomial",
+ "e3-safe",
+ "fhe",
+ "fhe-math",
+ "fhe-traits",
+ "hex",
+ "itertools 0.14.0",
+ "ndarray",
+ "num-bigint",
+ "num-integer",
+ "num-traits",
+ "rand 0.9.2",
+ "rayon",
+ "serde",
+ "serde_json",
+ "thiserror 1.0.69",
+ "toml",
+]
+
 [[package]]
 name = "ecdsa"
 version = "0.14.8"
@@ -3214,6 +3311,26 @@ dependencies = [
  "log",
 ]
 
+[[package]]
+name = "equator"
+version = "0.4.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4711b213838dfee0117e3be6ac926007d7f433d7bbe33595975d4190cb07e6fc"
+dependencies = [
+ "equator-macro",
+]
+
+[[package]]
+name = "equator-macro"
+version = "0.4.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "44f23cf4b44bfce11a86ace86f8a73ffdec849c9fd00a386a53d278bd9e81fb3"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.111",
+]
+
 [[package]]
 name = "equivalent"
 version = "1.0.2"
@@ -3227,7 +3344,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "39cab71617ae0d63f51a36d69f866391735b51691dbda63cf6f96d042b63efeb"
 dependencies = [
  "libc",
- "windows-sys 0.61.2",
+ "windows-sys 0.52.0",
 ]
 
 [[package]]
@@ -3313,69 +3430,73 @@ dependencies = [
 
 [[package]]
 name = "fhe"
-version = "0.1.0-beta.7"
-source = "git+https://github.com/gnosisguild/fhe.rs#7692b954ce887ee78f0b6baae36447ca1aa74708"
+version = "0.2.1"
+source = "git+https://github.com/gnosisguild/fhe.rs#c9c052e11dc5d0b6864767c4e867c9fd779253a7"
 dependencies = [
+ "bincode",
  "doc-comment",
  "fhe-math",
  "fhe-traits",
  "fhe-util",
- "itertools 0.12.1",
+ "itertools 0.14.0",
  "ndarray",
  "num-bigint",
  "num-traits",
- "prost 0.12.6",
+ "prost 0.14.4",
  "prost-build",
- "rand 0.8.5",
- "rand_chacha 0.3.1",
+ "rand 0.9.2",
+ "rand_chacha 0.9.0",
  "rand_distr",
  "rayon",
  "serde",
- "thiserror 1.0.69",
+ "thiserror 2.0.18",
  "zeroize",
  "zeroize_derive",
 ]
 
 [[package]]
 name = "fhe-math"
-version = "0.1.0-beta.7"
-source = "git+https://github.com/gnosisguild/fhe.rs#7692b954ce887ee78f0b6baae36447ca1aa74708"
+version = "0.2.1"
+source = "git+https://github.com/gnosisguild/fhe.rs#c9c052e11dc5d0b6864767c4e867c9fd779253a7"
 dependencies = [
  "ethnum",
  "fhe-traits",
  "fhe-util",
- "itertools 0.12.1",
+ "itertools 0.14.0",
  "ndarray",
  "num-bigint",
- "num-bigint-dig",
+ "num-bigint-dig 0.9.1",
  "num-traits",
- "prost 0.12.6",
+ "prost 0.14.4",
  "prost-build",
- "rand 0.8.5",
- "rand_chacha 0.3.1",
+ "pulp",
+ "rand 0.9.2",
+ "rand_chacha 0.9.0",
+ "serde",
  "sha2",
- "thiserror 1.0.69",
+ "tfhe-ntt",
+ "thiserror 2.0.18",
  "zeroize",
 ]
 
 [[package]]
 name = "fhe-traits"
-version = "0.1.0-beta.7"
-source = "git+https://github.com/gnosisguild/fhe.rs#7692b954ce887ee78f0b6baae36447ca1aa74708"
+version = "0.2.1"
+source = "git+https://github.com/gnosisguild/fhe.rs#c9c052e11dc5d0b6864767c4e867c9fd779253a7"
 dependencies = [
- "rand 0.8.5",
+ "rand 0.9.2",
 ]
 
 [[package]]
 name = "fhe-util"
-version = "0.1.0-beta.7"
-source = "git+https://github.com/gnosisguild/fhe.rs#7692b954ce887ee78f0b6baae36447ca1aa74708"
+version = "0.2.1"
+source = "git+https://github.com/gnosisguild/fhe.rs#c9c052e11dc5d0b6864767c4e867c9fd779253a7"
 dependencies = [
- "itertools 0.12.1",
- "num-bigint-dig",
+ "num-bigint-dig 0.9.1",
  "num-traits",
  "prime_factorization",
- "rand 0.8.5",
+ "rand 0.8.6",
+ "rand 0.9.2",
  "rand_distr",
  "rayon",
 ]
@@ -3393,7 +3514,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "835c052cb0c08c1acf6ffd71c022172e18723949c8282f2b9f27efbc51e64534"
 dependencies = [
  "byteorder",
- "rand 0.8.5",
+ "rand 0.8.6",
  "rustc-hex",
  "static_assertions",
 ]
@@ -3404,6 +3525,12 @@ version = "0.4.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0ce7134b9999ecaf8bcd65542e436736ef32ddca1b3e06094cb6ec5755203b80"
 
+[[package]]
+name = "fixedbitset"
+version = "0.5.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1d674e81391d1e1ab681a28d99df07927c6d4aa5b027d7da16ba32d1d21ecd99"
+
 [[package]]
 name = "flate2"
 version = "1.1.5"
@@ -4264,15 +4391,6 @@ dependencies = [
  "either",
 ]
 
-[[package]]
-name = "itertools"
-version = "0.12.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ba291022dbbd398a455acf126c1e341954079855bc60dfdda641363bd6922569"
-dependencies = [
- "either",
-]
-
 [[package]]
 name = "itertools"
 version = "0.13.0"
@@ -4394,7 +4512,7 @@ dependencies = [
  "ena",
  "itertools 0.11.0",
  "lalrpop-util",
- "petgraph",
+ "petgraph 0.6.5",
  "pico-args",
  "regex",
  "regex-syntax 0.8.8",
@@ -4741,15 +4859,18 @@ dependencies = [
 
 [[package]]
 name = "ndarray"
-version = "0.15.6"
+version = "0.17.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "adb12d4e967ec485a5f71c6311fe28158e9d6f4bc4a447b474184d0f91a8fa32"
+checksum = "520080814a7a6b4a6e9070823bb24b4531daac8c4627e08ba5de8c5ef2f2752d"
 dependencies = [
  "matrixmultiply",
  "num-complex",
  "num-integer",
  "num-traits",
+ "portable-atomic",
+ "portable-atomic-util",
  "rawpointer",
+ "serde",
 ]
 
 [[package]]
@@ -4796,7 +4917,8 @@ checksum = "a5e44f723f1133c9deac646763579fdb3ac745e418f2a7af9cd0c431da1f20b9"
 dependencies = [
  "num-integer",
  "num-traits",
- "rand 0.8.5",
+ "rand 0.8.6",
+ "serde",
 ]
 
 [[package]]
@@ -4810,18 +4932,34 @@ dependencies = [
  "num-integer",
  "num-iter",
  "num-traits",
- "rand 0.8.5",
- "serde",
+ "rand 0.8.6",
  "smallvec",
  "zeroize",
 ]
 
+[[package]]
+name = "num-bigint-dig"
+version = "0.9.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a7f9a86e097b0d187ad0e65667c2f58b9254671e86e7dbb78036b16692eae099"
+dependencies = [
+ "libm",
+ "num-integer",
+ "num-iter",
+ "num-traits",
+ "once_cell",
+ "rand 0.9.2",
+ "serde",
+ "smallvec",
+]
+
 [[package]]
 name = "num-complex"
 version = "0.4.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "73f88a1307638156682bada9d7604135552957b7818057dcef22705b4d509495"
 dependencies = [
+ "bytemuck",
  "num-traits",
 ]
 
@@ -5114,7 +5252,18 @@ version = "0.6.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b4c5cc86750666a3ed20bdaf5ca2a0344f9c67674cae0515bec2da16fbaa47db"
 dependencies = [
- "fixedbitset",
+ "fixedbitset 0.4.2",
+ "indexmap 2.12.1",
+]
+
+[[package]]
+name = "petgraph"
+version = "0.8.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8701b58ea97060d5e5b155d383a69952a60943f0e6dfe30b04c287beb0b27455"
+dependencies = [
+ "fixedbitset 0.5.7",
+ "hashbrown 0.15.5",
  "indexmap 2.12.1",
 ]
 
@@ -5302,7 +5451,7 @@ checksum = "bb24cb4f70d64221509ab3dca82ad2ec24e1d7f3fa3e7cb9eed4ced578683287"
 dependencies = [
  "itertools 0.10.5",
  "num",
- "rand 0.8.5",
+ "rand 0.8.6",
 ]
 
 [[package]]
@@ -5389,39 +5538,37 @@ dependencies = [
 
 [[package]]
 name = "prost"
-version = "0.12.6"
+version = "0.13.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "deb1435c188b76130da55f17a466d252ff7b1418b2ad3e037d127b94e3411f29"
+checksum = "2796faa41db3ec313a31f7624d9286acf277b52de526150b7e69f3debf891ee5"
 dependencies = [
  "bytes",
- "prost-derive 0.12.6",
+ "prost-derive 0.13.5",
 ]
 
 [[package]]
 name = "prost"
-version = "0.13.5"
+version = "0.14.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2796faa41db3ec313a31f7624d9286acf277b52de526150b7e69f3debf891ee5"
+checksum = "528ac67416ff8646872a3c02cad9cc4ee5dc9f9540c9b10771855c95cb2e5ae1"
 dependencies = [
  "bytes",
- "prost-derive 0.13.5",
+ "prost-derive 0.14.4",
 ]
 
 [[package]]
 name = "prost-build"
-version = "0.12.6"
+version = "0.14.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "22505a5c94da8e3b7c2996394d1c933236c4d743e81a410bcca4e6989fc066a4"
+checksum = "03da047801ff44bb6a4d407d4860c05fd70bb81714e6b2f3812603d5b145b042"
 dependencies = [
- "bytes",
  "heck",
- "itertools 0.12.1",
+ "itertools 0.14.0",
  "log",
  "multimap",
- "once_cell",
- "petgraph",
+ "petgraph 0.8.3",
  "prettyplease",
- "prost 0.12.6",
+ "prost 0.14.4",
  "prost-types",
  "regex",
  "syn 2.0.111",
@@ -5430,12 +5577,12 @@ dependencies = [
 
 [[package]]
 name = "prost-derive"
-version = "0.12.6"
+version = "0.13.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "81bddcdb20abf9501610992b6759a4c888aef7d1a7247ef75e2404275ac24af1"
+checksum = "8a56d757972c98b346a9b766e3f02746cde6dd1cd1d1d563472929fdd74bec4d"
 dependencies = [
  "anyhow",
- "itertools 0.12.1",
+ "itertools 0.14.0",
  "proc-macro2",
  "quote",
  "syn 2.0.111",
@@ -5443,9 +5590,9 @@ dependencies = [
 
 [[package]]
 name = "prost-derive"
-version = "0.13.5"
+version = "0.14.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8a56d757972c98b346a9b766e3f02746cde6dd1cd1d1d563472929fdd74bec4d"
+checksum = "b570b25f7617e43d59005d0990ccb79e950a423952cea19671b7a876da390adf"
 dependencies = [
  "anyhow",
  "itertools 0.14.0",
@@ -5456,13 +5603,36 @@ dependencies = [
 
 [[package]]
 name = "prost-types"
-version = "0.12.6"
+version = "0.14.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9091c90b0a32608e984ff2fa4091273cbdd755d54935c51d520887f4a1dbd5b0"
+checksum = "f94967dc7688f3054c7fac87473ffae4cc4c3904800e2d9f5b857246d8963b0a"
 dependencies = [
- "prost 0.12.6",
+ "prost 0.14.4",
+]
+
+[[package]]
+name = "pulp"
+version = "0.22.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2e205bb30d5b916c55e584c22201771bcf2bad9aabd5d4127f38387140c38632"
+dependencies = [
+ "bytemuck",
+ "cfg-if",
+ "libm",
+ "num-complex",
+ "paste",
+ "pulp-wasm-simd-flag",
+ "raw-cpuid",
+ "reborrow",
+ "version_check",
 ]
 
+[[package]]
+name = "pulp-wasm-simd-flag"
+version = "0.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "40e24eee682d89fb193496edf918a7f407d30175b2e785fe057e4392dfd182e0"
+
 [[package]]
 name = "quick-error"
 version = "1.2.3"
@@ -5483,7 +5653,7 @@ dependencies = [
  "rustc-hash",
  "rustls 0.23.35",
  "socket2 0.6.1",
- "thiserror 2.0.17",
+ "thiserror 2.0.18",
  "tokio",
  "tracing",
  "web-time",
@@ -5504,7 +5674,7 @@ dependencies = [
  "rustls 0.23.35",
  "rustls-pki-types",
  "slab",
- "thiserror 2.0.17",
+ "thiserror 2.0.18",
  "tinyvec",
  "tracing",
  "web-time",
@@ -5547,9 +5717,9 @@ checksum = "dc33ff2d4973d518d823d61aa239014831e521c75da58e3df4840d3f47749d09"
 
 [[package]]
 name = "rand"
-version = "0.8.5"
+version = "0.8.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "34af8d1a0e25924bc5b7c43c079c942339d8f0a8b57c39049bef581b46327404"
+checksum = "5ca0ecfa931c29007047d1bc58e623ab12e5590e8c7cc53200d5202b69266d8a"
 dependencies = [
  "libc",
  "rand_chacha 0.3.1",
@@ -5609,12 +5779,12 @@ dependencies = [
 
 [[package]]
 name = "rand_distr"
-version = "0.4.3"
+version = "0.5.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "32cb0b9bc82b0a0876c2dd994a7e7a2683d3e7390ca40e6886785ef0c7e3ee31"
+checksum = "6a8615d50dcf34fa31f7ab52692afec947c4dd0ab803cc87cb3b0b4570ff7463"
 dependencies = [
  "num-traits",
- "rand 0.8.5",
+ "rand 0.9.2",
 ]
 
 [[package]]
@@ -5626,6 +5796,15 @@ dependencies = [
  "rand_core 0.9.3",
 ]
 
+[[package]]
+name = "raw-cpuid"
+version = "11.6.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "498cd0dc59d73224351ee52a95fee0f1a617a2eae0e7d9d720cc622c73a54186"
+dependencies = [
+ "bitflags 2.10.0",
+]
+
 [[package]]
 name = "rawpointer"
 version = "0.2.1"
@@ -5652,6 +5831,12 @@ dependencies = [
  "crossbeam-utils",
 ]
 
+[[package]]
+name = "reborrow"
+version = "0.5.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "03251193000f4bd3b042892be858ee50e8b3719f2b08e5833ac4353724632430"
+
 [[package]]
 name = "redox_syscall"
 version = "0.5.18"
@@ -5680,7 +5865,7 @@ checksum = "a4e608c6638b9c18977b00b475ac1f28d14e84b27d8d42f70e0bf1e3dec127ac"
 dependencies = [
  "getrandom 0.2.16",
  "libredox",
- "thiserror 2.0.17",
+ "thiserror 2.0.18",
 ]
 
 [[package]]
@@ -5851,7 +6036,7 @@ dependencies = [
  "risc0-zkp",
  "risc0-zkvm",
  "serde",
- "thiserror 2.0.17",
+ "thiserror 2.0.18",
 ]
 
 [[package]]
@@ -5978,7 +6163,7 @@ dependencies = [
  "anyhow",
  "cfg-if",
  "risc0-zkvm",
- "thiserror 2.0.17",
+ "thiserror 2.0.18",
  "tracing",
 ]
 
@@ -5997,7 +6182,7 @@ dependencies = [
  "risc0-aggregation",
  "risc0-zkvm",
  "serde",
- "thiserror 2.0.17",
+ "thiserror 2.0.18",
  "tracing",
 ]
 
@@ -6160,7 +6345,7 @@ checksum = "40a0376c50d0358279d9d643e4bf7b7be212f1f4ff1da9070a7b54d22ef75c88"
 dependencies = [
  "const-oid",
  "digest 0.10.7",
- "num-bigint-dig",
+ "num-bigint-dig 0.8.6",
  "num-integer",
  "num-traits",
  "pkcs1",
@@ -6192,7 +6377,7 @@ dependencies = [
  "parity-scale-codec",
  "primitive-types",
  "proptest",
- "rand 0.8.5",
+ "rand 0.8.6",
  "rand 0.9.2",
  "rlp",
  "ruint-macro",
@@ -6253,7 +6438,7 @@ dependencies = [
  "errno",
  "libc",
  "linux-raw-sys",
- "windows-sys 0.61.2",
+ "windows-sys 0.52.0",
 ]
 
 [[package]]
@@ -6386,7 +6571,7 @@ dependencies = [
  "sha2",
  "strum",
  "tempfile",
- "thiserror 2.0.17",
+ "thiserror 2.0.18",
  "toml",
  "yaml-rust2",
 ]
@@ -6485,7 +6670,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b50c5943d326858130af85e049f2661ba3c78b26589b8ab98e65e80ae44a1252"
 dependencies = [
  "bitcoin_hashes",
- "rand 0.8.5",
+ "rand 0.8.6",
  "secp256k1-sys",
  "serde",
 ]
@@ -6792,7 +6977,7 @@ dependencies = [
  "http 1.4.0",
  "iri-string",
  "k256",
- "rand 0.8.5",
+ "rand 0.8.6",
  "serde",
  "sha3",
  "thiserror 1.0.69",
@@ -7002,6 +7187,19 @@ dependencies = [
  "libc",
 ]
 
+[[package]]
+name = "taceo-poseidon2"
+version = "0.2.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ac59d3df4c827b3496bff929aebd6440997a5c2e946f46ff4fdd76f318447581"
+dependencies = [
+ "ark-bn254 0.5.0",
+ "ark-ff 0.5.0",
+ "ark-std 0.5.0",
+ "num-bigint",
+ "num-traits",
+]
+
 [[package]]
 name = "tap"
 version = "1.0.1"
@@ -7018,7 +7216,7 @@ dependencies = [
  "getrandom 0.3.4",
  "once_cell",
  "rustix",
- "windows-sys 0.61.2",
+ "windows-sys 0.52.0",
 ]
 
 [[package]]
@@ -7032,6 +7230,17 @@ dependencies = [
  "winapi",
 ]
 
+[[package]]
+name = "tfhe-ntt"
+version = "0.7.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "10650c743ade46b166c698c8349902ed5986784a7db418c51f810bea25f09e3d"
+dependencies = [
+ "aligned-vec",
+ "bytemuck",
+ "pulp",
+]
+
 [[package]]
 name = "thiserror"
 version = "1.0.69"
@@ -7043,11 +7252,11 @@ dependencies = [
 
 [[package]]
 name = "thiserror"
-version = "2.0.17"
+version = "2.0.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f63587ca0f12b72a0600bcba1d40081f830876000bb46dd2337a3051618f4fc8"
+checksum = "4288b5bcbc7920c07a1149a35cf9590a2aa808e0bc1eafaade0b80947865fbc4"
 dependencies = [
- "thiserror-impl 2.0.17",
+ "thiserror-impl 2.0.18",
 ]
 
 [[package]]
@@ -7063,9 +7272,9 @@ dependencies = [
 
 [[package]]
 name = "thiserror-impl"
-version = "2.0.17"
+version = "2.0.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3ff15c8ecd7de3849db632e14d18d2571fa09dfc5ed93479bc4485c7a517c913"
+checksum = "ebc4ee7f67670e9b64d05fa4253e753e016c6c95ff35b89b7941d6b856dec1d5"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -7461,7 +7670,7 @@ dependencies = [
  "httparse",
  "log",
  "native-tls",
- "rand 0.8.5",
+ "rand 0.8.6",
  "sha1",
  "thiserror 1.0.69",
  "utf-8",
@@ -7792,7 +8001,7 @@ version = "0.1.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "c2a7b1c03c876122aa43f3020e6c3c3ee5c05081c9a00739faf7503aeba10d22"
 dependencies = [
- "windows-sys 0.61.2",
+ "windows-sys 0.52.0",
 ]
 
 [[package]]
@@ -8149,9 +8358,9 @@ dependencies = [
 
 [[package]]
 name = "zeroize_derive"
-version = "1.4.2"
+version = "1.4.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ce36e65b0d2999d2aafac989fb249189a141aee1f53c612c1f37d72631959f69"
+checksum = "85a5b4158499876c763cb03bc4e49185d3cccbabb15b33c627f7884f43db852e"
 dependencies = [
  "proc-macro2",
  "quote",
diff --git a/crates/support/Cargo.toml b/crates/support/Cargo.toml
index 247b353c5c..4f1ea01f26 100644
--- a/crates/support/Cargo.toml
+++ b/crates/support/Cargo.toml
@@ -13,7 +13,7 @@ e3-support-app = { path = "./app" }
 e3-support-host = { path = "./host" }
 e3-user-program = { path = "./program" }
 e3-support-types = { path = "./types" }
-e3-fhe-params = { git = "https://github.com/gnosisguild/enclave", rev = "dbdaaee1db9d868adacc03f75bb2ac85024359ae" }
+e3-fhe-params = { git = "https://github.com/gnosisguild/interfold", tag = "v0.2.0" }
 
 methods = { path = "./methods" }
 alloy-primitives = { version = "1.3", default-features = false, features = [
@@ -26,7 +26,7 @@ alloy-signer-local = { version = "1.0" }
 anyhow = { version = "=1.0.98" }
 actix-web = "=4.11.0"
 bincode = { version = "=1.3.3" }
-bytemuck = { version = "=1.23.1" }
+bytemuck = { version = "=1.25.0" }
 env_logger = "=0.11.8"
 hex = { version = "=0.4.3" }
 log = { version = "=0.4.27" }
@@ -38,12 +38,16 @@ risc0-zkvm = { version = "=3.0.3" }
 risc0-zkp = { version = "=3.0.2", default-features = false }
 serde = { version = "1.0", features = ["derive", "std"] }
 serde_json = "=1.0.141"
+# NOTE: untagged on purpose. e3-compute-provider/e3-fhe-params at interfold
+# v0.2.0 declare fhe.rs without a tag. A tag here would be a different Cargo
+# source than theirs, yielding two incompatible copies of `fhe`. Keep this bare
+# so it unifies with them; the v0.2.2 commit is pinned via Cargo.lock.
 fhe = { package = "fhe", git = "https://github.com/gnosisguild/fhe.rs" }
 fhe-traits = { git = "https://github.com/gnosisguild/fhe.rs" }
 fhe-util = { git = "https://github.com/gnosisguild/fhe.rs" }
-e3-compute-provider = { git = "https://github.com/gnosisguild/enclave", rev = "632766e4ed1ceeccdeb023a56f16413a33be6f46" }
+e3-compute-provider = { git = "https://github.com/gnosisguild/interfold", tag = "v0.2.0" }
 tokio = { version = "=1.46.1", features = ["full"] }
-rand = { version = "=0.8.5" }
+rand = { version = "=0.9.2" }
 tracing-subscriber = { version = "=0.3.19", features = ["env-filter"] }
 boundless-market = { version = "=1.1.0" }
 url = { version = "=2.5.4" }
diff --git a/crates/support/host/Cargo.toml b/crates/support/host/Cargo.toml
index 382aa80d83..14fa9e9313 100644
--- a/crates/support/host/Cargo.toml
+++ b/crates/support/host/Cargo.toml
@@ -16,7 +16,7 @@ methods = { workspace = true }
 risc0-ethereum-contracts = { workspace = true }
 risc0-zkvm = { workspace = true }
 tokio = { workspace = true }
-e3-compute-provider = { git = "https://github.com/gnosisguild/enclave", rev = "632766e4ed1ceeccdeb023a56f16413a33be6f46" }
+e3-compute-provider = { git = "https://github.com/gnosisguild/interfold", tag = "v0.2.0" }
 fhe = { workspace = true }
 fhe-traits = { workspace = true }
 fhe-util = { workspace = true }
diff --git a/crates/support/host/src/bin/profile_risc0.rs b/crates/support/host/src/bin/profile_risc0.rs
index a16cb73273..2c3725b282 100644
--- a/crates/support/host/src/bin/profile_risc0.rs
+++ b/crates/support/host/src/bin/profile_risc0.rs
@@ -9,7 +9,7 @@ use e3_fhe_params::{build_bfv_params_from_set_arc, encode_bfv_params, BfvPreset}
 use e3_support_host::run_risc0_compute;
 use fhe::bfv::{Encoding, Plaintext, PublicKey, SecretKey};
 use fhe_traits::{FheEncoder, FheEncrypter, Serialize};
-use rand::thread_rng;
+use rand::rng;
 
 fn main() {
     println!("Starting RISC0 profiling with mock ciphertexts...");
@@ -20,16 +20,16 @@ fn main() {
     //   SECURE_THRESHOLD_BFV_8192  | SECURE_DKG_BFV_8192
     let param_set: BfvPreset = match std::env::var("BFV_PRESET").ok().as_deref() {
         Some("INSECURE_DKG_512") => BfvPreset::InsecureDkg512,
-        Some("SECURE_THRESHOLD_BFV_8192") => BfvPreset::SecureThresholdBfv8192,
+        Some("SECURE_THRESHOLD_BFV_8192") => BfvPreset::SecureThreshold8192,
         Some("SECURE_DKG_8192") => BfvPreset::SecureDkg8192,
         Some(other) => {
             eprintln!(
-                "Warning: unknown BFV_PRESET={}, using default InsecureThresholdBfv512",
+                "Warning: unknown BFV_PRESET={}, using default InsecureThreshold512",
                 other
             );
-            BfvPreset::InsecureThresholdBfv512
+            BfvPreset::InsecureThreshold512
         }
-        None => BfvPreset::InsecureThresholdBfv512,
+        None => BfvPreset::InsecureThreshold512,
     };
     println!("Using BFV preset: {:?}", param_set);
 
@@ -42,7 +42,7 @@ fn main() {
     );
 
     // Generate keys
-    let mut rng = thread_rng();
+    let mut rng = rng();
     let secret_key = SecretKey::random(&params, &mut rng);
     let public_key = PublicKey::new(&secret_key, &mut rng);
 
diff --git a/crates/support/methods/guest/Cargo.lock b/crates/support/methods/guest/Cargo.lock
index d6f85fc924..50e6a4092f 100644
--- a/crates/support/methods/guest/Cargo.lock
+++ b/crates/support/methods/guest/Cargo.lock
@@ -23,6 +23,15 @@ dependencies = [
  "memchr",
 ]
 
+[[package]]
+name = "aligned-vec"
+version = "0.6.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "dc890384c8602f339876ded803c97ad529f3842aba97f6392b3dba0dd171769b"
+dependencies = [
+ "equator",
+]
+
 [[package]]
 name = "allocator-api2"
 version = "0.2.21"
@@ -164,6 +173,56 @@ dependencies = [
  "serde",
 ]
 
+[[package]]
+name = "anstream"
+version = "0.6.21"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "43d5b281e737544384e969a5ccad3f1cdd24b48086a0fc1b2a5262a26b8f4f4a"
+dependencies = [
+ "anstyle",
+ "anstyle-parse",
+ "anstyle-query",
+ "anstyle-wincon",
+ "colorchoice",
+ "is_terminal_polyfill",
+ "utf8parse",
+]
+
+[[package]]
+name = "anstyle"
+version = "1.0.14"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "940b3a0ca603d1eade50a4846a2afffd5ef57a9feac2c0e2ec2e14f9ead76000"
+
+[[package]]
+name = "anstyle-parse"
+version = "0.2.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4e7644824f0aa2c7b9384579234ef10eb7efb6a0deb83f9630a49594dd9c15c2"
+dependencies = [
+ "utf8parse",
+]
+
+[[package]]
+name = "anstyle-query"
+version = "1.1.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "40c48f72fd53cd289104fc64099abca73db4166ad86ea0b4341abe65af83dadc"
+dependencies = [
+ "windows-sys",
+]
+
+[[package]]
+name = "anstyle-wincon"
+version = "3.0.11"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "291e6a250ff86cd4a820112fb8898808a366d8f9f58ce16d1f538353ad55747d"
+dependencies = [
+ "anstyle",
+ "once_cell_polyfill",
+ "windows-sys",
+]
+
 [[package]]
 name = "anyhow"
 version = "1.0.98"
@@ -699,9 +758,9 @@ checksum = "7575182f7272186991736b70173b0ea045398f984bf5ebbb3804736ce1330c9d"
 
 [[package]]
 name = "bytemuck"
-version = "1.24.0"
+version = "1.25.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1fbdf580320f38b612e485521afda1ee26d10cc9884efaaa750d383e13e3c5f4"
+checksum = "c8efb64bd706a16a1bdde310ae86b351e4d21550d98d056f22f8a7f7a2183fec"
 dependencies = [
  "bytemuck_derive",
 ]
@@ -754,15 +813,61 @@ version = "0.2.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "613afe47fcd5fac7ccf1db93babcb082c5994d996f20b8b159f2ad1658eb5724"
 
+[[package]]
+name = "clap"
+version = "4.5.41"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "be92d32e80243a54711e5d7ce823c35c41c9d929dc4ab58e1276f625841aadf9"
+dependencies = [
+ "clap_builder",
+ "clap_derive",
+]
+
+[[package]]
+name = "clap_builder"
+version = "4.5.41"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "707eab41e9622f9139419d573eca0900137718000c517d47da73045f54331c3d"
+dependencies = [
+ "anstream",
+ "anstyle",
+ "clap_lex",
+ "strsim",
+]
+
+[[package]]
+name = "clap_derive"
+version = "4.5.41"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ef4f52386a59ca4c860f7393bcf8abd8dfd91ecccc0f774635ff68e92eeef491"
+dependencies = [
+ "heck",
+ "proc-macro2",
+ "quote",
+ "syn 2.0.111",
+]
+
+[[package]]
+name = "clap_lex"
+version = "0.7.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c3e64b0cc0439b12df2fa678eae89a1c56a529fd067a9115f7827f1fffd22b32"
+
 [[package]]
 name = "cobs"
 version = "0.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0fa961b519f0b462e3a3b4a34b64d119eeaca1d59af726fe450bbba07a9fc0a1"
 dependencies = [
- "thiserror 2.0.17",
+ "thiserror 2.0.18",
 ]
 
+[[package]]
+name = "colorchoice"
+version = "1.0.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1d07550c9036bf2ae0c684c4297d503f838287c83c53686d05370d0e139ae570"
+
 [[package]]
 name = "const-hex"
 version = "1.17.0"
@@ -971,13 +1076,30 @@ version = "1.0.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "92773504d58c093f6de2459af4af33faa518c13451eb8f2b5698ed3d36e7c813"
 
+[[package]]
+name = "e3-bfv-client"
+version = "0.2.0"
+source = "git+https://github.com/gnosisguild/interfold?tag=v0.2.0#6d70e718d31141ad3a049ed82cea0e82bcf08681"
+dependencies = [
+ "anyhow",
+ "e3-fhe-params",
+ "e3-polynomial",
+ "e3-zk-helpers",
+ "fhe",
+ "fhe-traits",
+ "rand 0.9.2",
+ "thiserror 1.0.69",
+]
+
 [[package]]
 name = "e3-compute-provider"
-version = "0.1.5"
-source = "git+https://github.com/gnosisguild/enclave?rev=632766e4ed1ceeccdeb023a56f16413a33be6f46#632766e4ed1ceeccdeb023a56f16413a33be6f46"
+version = "0.2.0"
+source = "git+https://github.com/gnosisguild/interfold?tag=v0.2.0#6d70e718d31141ad3a049ed82cea0e82bcf08681"
 dependencies = [
  "ark-bn254 0.4.0",
  "ark-ff 0.4.2",
+ "e3-bfv-client",
+ "e3-fhe-params",
  "hex",
  "lean-imt",
  "light-poseidon",
@@ -991,16 +1113,57 @@ dependencies = [
 
 [[package]]
 name = "e3-fhe-params"
-version = "0.1.7"
-source = "git+https://github.com/gnosisguild/enclave?rev=dbdaaee1db9d868adacc03f75bb2ac85024359ae#dbdaaee1db9d868adacc03f75bb2ac85024359ae"
+version = "0.2.0"
+source = "git+https://github.com/gnosisguild/interfold?tag=v0.2.0#6d70e718d31141ad3a049ed82cea0e82bcf08681"
 dependencies = [
  "alloy-dyn-abi",
  "alloy-primitives",
+ "anyhow",
+ "clap",
  "fhe",
  "num-bigint",
+ "num-traits",
+ "rand 0.9.2",
+ "rand_chacha 0.9.0",
+ "serde",
+ "thiserror 1.0.69",
+]
+
+[[package]]
+name = "e3-parity-matrix"
+version = "0.2.0"
+source = "git+https://github.com/gnosisguild/interfold?tag=v0.2.0#6d70e718d31141ad3a049ed82cea0e82bcf08681"
+dependencies = [
+ "num-bigint",
+ "num-traits",
+ "serde",
  "thiserror 1.0.69",
 ]
 
+[[package]]
+name = "e3-polynomial"
+version = "0.2.0"
+source = "git+https://github.com/gnosisguild/interfold?tag=v0.2.0#6d70e718d31141ad3a049ed82cea0e82bcf08681"
+dependencies = [
+ "fhe-math",
+ "num-bigint",
+ "num-traits",
+ "serde",
+ "thiserror 1.0.69",
+]
+
+[[package]]
+name = "e3-safe"
+version = "0.2.0"
+source = "git+https://github.com/gnosisguild/interfold?tag=v0.2.0#6d70e718d31141ad3a049ed82cea0e82bcf08681"
+dependencies = [
+ "ark-bn254 0.5.0",
+ "ark-ff 0.5.0",
+ "hex",
+ "sha3",
+ "taceo-poseidon2",
+]
+
 [[package]]
 name = "e3-user-program"
 version = "0.1.0"
@@ -1011,6 +1174,36 @@ dependencies = [
  "fhe-traits",
 ]
 
+[[package]]
+name = "e3-zk-helpers"
+version = "0.2.0"
+source = "git+https://github.com/gnosisguild/interfold?tag=v0.2.0#6d70e718d31141ad3a049ed82cea0e82bcf08681"
+dependencies = [
+ "anyhow",
+ "ark-bn254 0.5.0",
+ "ark-ff 0.5.0",
+ "clap",
+ "e3-fhe-params",
+ "e3-parity-matrix",
+ "e3-polynomial",
+ "e3-safe",
+ "fhe",
+ "fhe-math",
+ "fhe-traits",
+ "hex",
+ "itertools 0.14.0",
+ "ndarray",
+ "num-bigint",
+ "num-integer",
+ "num-traits",
+ "rand 0.9.2",
+ "rayon",
+ "serde",
+ "serde_json",
+ "thiserror 1.0.69",
+ "toml",
+]
+
 [[package]]
 name = "ecdsa"
 version = "0.16.9"
@@ -1100,6 +1293,26 @@ dependencies = [
  "syn 2.0.111",
 ]
 
+[[package]]
+name = "equator"
+version = "0.4.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4711b213838dfee0117e3be6ac926007d7f433d7bbe33595975d4190cb07e6fc"
+dependencies = [
+ "equator-macro",
+]
+
+[[package]]
+name = "equator-macro"
+version = "0.4.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "44f23cf4b44bfce11a86ace86f8a73ffdec849c9fd00a386a53d278bd9e81fb3"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.111",
+]
+
 [[package]]
 name = "equivalent"
 version = "1.0.2"
@@ -1162,69 +1375,73 @@ dependencies = [
 
 [[package]]
 name = "fhe"
-version = "0.1.0-beta.7"
-source = "git+https://github.com/gnosisguild/fhe.rs#7692b954ce887ee78f0b6baae36447ca1aa74708"
+version = "0.2.1"
+source = "git+https://github.com/gnosisguild/fhe.rs#c9c052e11dc5d0b6864767c4e867c9fd779253a7"
 dependencies = [
+ "bincode",
  "doc-comment",
  "fhe-math",
  "fhe-traits",
  "fhe-util",
- "itertools 0.12.1",
+ "itertools 0.14.0",
  "ndarray",
  "num-bigint",
  "num-traits",
  "prost",
  "prost-build",
- "rand 0.8.5",
- "rand_chacha 0.3.1",
+ "rand 0.9.2",
+ "rand_chacha 0.9.0",
  "rand_distr",
  "rayon",
  "serde",
- "thiserror 1.0.69",
+ "thiserror 2.0.18",
  "zeroize",
  "zeroize_derive",
 ]
 
 [[package]]
 name = "fhe-math"
-version = "0.1.0-beta.7"
-source = "git+https://github.com/gnosisguild/fhe.rs#7692b954ce887ee78f0b6baae36447ca1aa74708"
+version = "0.2.1"
+source = "git+https://github.com/gnosisguild/fhe.rs#c9c052e11dc5d0b6864767c4e867c9fd779253a7"
 dependencies = [
  "ethnum",
  "fhe-traits",
  "fhe-util",
- "itertools 0.12.1",
+ "itertools 0.14.0",
  "ndarray",
  "num-bigint",
  "num-bigint-dig",
  "num-traits",
  "prost",
  "prost-build",
- "rand 0.8.5",
- "rand_chacha 0.3.1",
+ "pulp",
+ "rand 0.9.2",
+ "rand_chacha 0.9.0",
+ "serde",
  "sha2",
- "thiserror 1.0.69",
+ "tfhe-ntt",
+ "thiserror 2.0.18",
  "zeroize",
 ]
 
 [[package]]
 name = "fhe-traits"
-version = "0.1.0-beta.7"
-source = "git+https://github.com/gnosisguild/fhe.rs#7692b954ce887ee78f0b6baae36447ca1aa74708"
+version = "0.2.1"
+source = "git+https://github.com/gnosisguild/fhe.rs#c9c052e11dc5d0b6864767c4e867c9fd779253a7"
 dependencies = [
- "rand 0.8.5",
+ "rand 0.9.2",
 ]
 
 [[package]]
 name = "fhe-util"
-version = "0.1.0-beta.7"
-source = "git+https://github.com/gnosisguild/fhe.rs#7692b954ce887ee78f0b6baae36447ca1aa74708"
+version = "0.2.1"
+source = "git+https://github.com/gnosisguild/fhe.rs#c9c052e11dc5d0b6864767c4e867c9fd779253a7"
 dependencies = [
- "itertools 0.12.1",
  "num-bigint-dig",
  "num-traits",
  "prime_factorization",
  "rand 0.8.5",
+ "rand 0.9.2",
  "rand_distr",
  "rayon",
 ]
@@ -1249,9 +1466,9 @@ dependencies = [
 
 [[package]]
 name = "fixedbitset"
-version = "0.4.2"
+version = "0.5.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0ce7134b9999ecaf8bcd65542e436736ef32ddca1b3e06094cb6ec5755203b80"
+checksum = "1d674e81391d1e1ab681a28d99df07927c6d4aa5b027d7da16ba32d1d21ecd99"
 
 [[package]]
 name = "fnv"
@@ -1446,6 +1663,12 @@ dependencies = [
  "serde_core",
 ]
 
+[[package]]
+name = "is_terminal_polyfill"
+version = "1.70.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a6cb138bb79a146c1bd460005623e142ef0181e3d0219cb493e02f7d08a35695"
+
 [[package]]
 name = "itertools"
 version = "0.10.5"
@@ -1457,18 +1680,18 @@ dependencies = [
 
 [[package]]
 name = "itertools"
-version = "0.12.1"
+version = "0.13.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ba291022dbbd398a455acf126c1e341954079855bc60dfdda641363bd6922569"
+checksum = "413ee7dfc52ee1a4949ceeb7dbc8a33f2d6c088194d9f922fb8318faf1f01186"
 dependencies = [
  "either",
 ]
 
 [[package]]
 name = "itertools"
-version = "0.13.0"
+version = "0.14.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "413ee7dfc52ee1a4949ceeb7dbc8a33f2d6c088194d9f922fb8318faf1f01186"
+checksum = "2b192c782037fadd9cfa75548310488aabdbf3d2da73885b31bd0abd03351285"
 dependencies = [
  "either",
 ]
@@ -1636,15 +1859,18 @@ checksum = "1d87ecb2933e8aeadb3e3a02b828fed80a7528047e68b4f424523a0981a3a084"
 
 [[package]]
 name = "ndarray"
-version = "0.15.6"
+version = "0.17.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "adb12d4e967ec485a5f71c6311fe28158e9d6f4bc4a447b474184d0f91a8fa32"
+checksum = "520080814a7a6b4a6e9070823bb24b4531daac8c4627e08ba5de8c5ef2f2752d"
 dependencies = [
  "matrixmultiply",
  "num-complex",
  "num-integer",
  "num-traits",
+ "portable-atomic",
+ "portable-atomic-util",
  "rawpointer",
+ "serde",
 ]
 
 [[package]]
@@ -1676,20 +1902,21 @@ dependencies = [
  "num-integer",
  "num-traits",
  "rand 0.8.5",
+ "serde",
 ]
 
 [[package]]
 name = "num-bigint-dig"
-version = "0.8.6"
+version = "0.9.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e661dda6640fad38e827a6d4a310ff4763082116fe217f279885c97f511bb0b7"
+checksum = "a7f9a86e097b0d187ad0e65667c2f58b9254671e86e7dbb78036b16692eae099"
 dependencies = [
- "lazy_static",
  "libm",
  "num-integer",
  "num-iter",
  "num-traits",
- "rand 0.8.5",
+ "once_cell",
+ "rand 0.9.2",
  "serde",
  "smallvec",
 ]
@@ -1700,6 +1927,7 @@ version = "0.4.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "73f88a1307638156682bada9d7604135552957b7818057dcef22705b4d509495"
 dependencies = [
+ "bytemuck",
  "num-traits",
 ]
 
@@ -1780,6 +2008,12 @@ version = "1.21.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "42f5e15c9953c5e4ccceeb2e7382a716482c34515315f7b03532b8b4e8393d2d"
 
+[[package]]
+name = "once_cell_polyfill"
+version = "1.70.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "384b8ab6d37215f3c5301a95a4accb5d64aa607f1fcb26a11b5303878451b4fe"
+
 [[package]]
 name = "parity-scale-codec"
 version = "3.7.5"
@@ -1826,11 +2060,12 @@ dependencies = [
 
 [[package]]
 name = "petgraph"
-version = "0.6.5"
+version = "0.8.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b4c5cc86750666a3ed20bdaf5ca2a0344f9c67674cae0515bec2da16fbaa47db"
+checksum = "8701b58ea97060d5e5b155d383a69952a60943f0e6dfe30b04c287beb0b27455"
 dependencies = [
  "fixedbitset",
+ "hashbrown 0.15.5",
  "indexmap",
 ]
 
@@ -1850,6 +2085,21 @@ dependencies = [
  "spki",
 ]
 
+[[package]]
+name = "portable-atomic"
+version = "1.13.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c33a9471896f1c69cecef8d20cbe2f7accd12527ce60845ff44c153bb2a21b49"
+
+[[package]]
+name = "portable-atomic-util"
+version = "0.2.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c2a106d1259c23fac8e543272398ae0e3c0b8d33c88ed73d0cc71b0f1d902618"
+dependencies = [
+ "portable-atomic",
+]
+
 [[package]]
 name = "postcard"
 version = "1.1.3"
@@ -1909,7 +2159,7 @@ version = "3.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "219cb19e96be00ab2e37d6e299658a0cfa83e52429179969b0f0121b4ac46983"
 dependencies = [
- "toml_edit",
+ "toml_edit 0.23.7",
 ]
 
 [[package]]
@@ -1964,9 +2214,9 @@ dependencies = [
 
 [[package]]
 name = "prost"
-version = "0.12.6"
+version = "0.14.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "deb1435c188b76130da55f17a466d252ff7b1418b2ad3e037d127b94e3411f29"
+checksum = "528ac67416ff8646872a3c02cad9cc4ee5dc9f9540c9b10771855c95cb2e5ae1"
 dependencies = [
  "bytes",
  "prost-derive",
@@ -1974,16 +2224,14 @@ dependencies = [
 
 [[package]]
 name = "prost-build"
-version = "0.12.6"
+version = "0.14.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "22505a5c94da8e3b7c2996394d1c933236c4d743e81a410bcca4e6989fc066a4"
+checksum = "03da047801ff44bb6a4d407d4860c05fd70bb81714e6b2f3812603d5b145b042"
 dependencies = [
- "bytes",
  "heck",
- "itertools 0.12.1",
+ "itertools 0.13.0",
  "log",
  "multimap",
- "once_cell",
  "petgraph",
  "prettyplease",
  "prost",
@@ -1995,12 +2243,12 @@ dependencies = [
 
 [[package]]
 name = "prost-derive"
-version = "0.12.6"
+version = "0.14.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "81bddcdb20abf9501610992b6759a4c888aef7d1a7247ef75e2404275ac24af1"
+checksum = "b570b25f7617e43d59005d0990ccb79e950a423952cea19671b7a876da390adf"
 dependencies = [
  "anyhow",
- "itertools 0.12.1",
+ "itertools 0.13.0",
  "proc-macro2",
  "quote",
  "syn 2.0.111",
@@ -2008,13 +2256,36 @@ dependencies = [
 
 [[package]]
 name = "prost-types"
-version = "0.12.6"
+version = "0.14.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9091c90b0a32608e984ff2fa4091273cbdd755d54935c51d520887f4a1dbd5b0"
+checksum = "f94967dc7688f3054c7fac87473ffae4cc4c3904800e2d9f5b857246d8963b0a"
 dependencies = [
  "prost",
 ]
 
+[[package]]
+name = "pulp"
+version = "0.22.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2e205bb30d5b916c55e584c22201771bcf2bad9aabd5d4127f38387140c38632"
+dependencies = [
+ "bytemuck",
+ "cfg-if",
+ "libm",
+ "num-complex",
+ "paste",
+ "pulp-wasm-simd-flag",
+ "raw-cpuid",
+ "reborrow",
+ "version_check",
+]
+
+[[package]]
+name = "pulp-wasm-simd-flag"
+version = "0.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "40e24eee682d89fb193496edf918a7f407d30175b2e785fe057e4392dfd182e0"
+
 [[package]]
 name = "quick-error"
 version = "1.2.3"
@@ -2105,12 +2376,12 @@ dependencies = [
 
 [[package]]
 name = "rand_distr"
-version = "0.4.3"
+version = "0.5.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "32cb0b9bc82b0a0876c2dd994a7e7a2683d3e7390ca40e6886785ef0c7e3ee31"
+checksum = "6a8615d50dcf34fa31f7ab52692afec947c4dd0ab803cc87cb3b0b4570ff7463"
 dependencies = [
  "num-traits",
- "rand 0.8.5",
+ "rand 0.9.2",
 ]
 
 [[package]]
@@ -2122,6 +2393,15 @@ dependencies = [
  "rand_core 0.9.3",
 ]
 
+[[package]]
+name = "raw-cpuid"
+version = "11.6.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "498cd0dc59d73224351ee52a95fee0f1a617a2eae0e7d9d720cc622c73a54186"
+dependencies = [
+ "bitflags 2.10.0",
+]
+
 [[package]]
 name = "rawpointer"
 version = "0.2.1"
@@ -2148,6 +2428,12 @@ dependencies = [
  "crossbeam-utils",
 ]
 
+[[package]]
+name = "reborrow"
+version = "0.5.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "03251193000f4bd3b042892be858ee50e8b3719f2b08e5833ac4353724632430"
+
 [[package]]
 name = "regex"
 version = "1.12.2"
@@ -2565,15 +2851,23 @@ dependencies = [
 
 [[package]]
 name = "serde_json"
-version = "1.0.145"
+version = "1.0.141"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "402a6f66d8c709116cf22f558eab210f5a50187f702eb4d7e5ef38d9a7f1c79c"
+checksum = "30b9eff21ebe718216c6ec64e1d9ac57087aad11efc64e32002bce4a0d4c03d3"
 dependencies = [
  "itoa",
  "memchr",
  "ryu",
  "serde",
- "serde_core",
+]
+
+[[package]]
+name = "serde_spanned"
+version = "0.6.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bf41e0cfaf7226dca15e8197172c295a782857fcb97fad1808a166870dee75a3"
+dependencies = [
+ "serde",
 ]
 
 [[package]]
@@ -2661,6 +2955,12 @@ version = "1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a2eb9349b6444b326872e140eb1cf5e7c522154d69e7a0ffb0fb81c06b37543f"
 
+[[package]]
+name = "strsim"
+version = "0.11.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7da8b5736845d9f2fcb837ea5d9e2628564b3b043a70948a3f0b778838c5fb4f"
+
 [[package]]
 name = "subtle"
 version = "2.6.1"
@@ -2701,6 +3001,19 @@ dependencies = [
  "syn 2.0.111",
 ]
 
+[[package]]
+name = "taceo-poseidon2"
+version = "0.2.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ac59d3df4c827b3496bff929aebd6440997a5c2e946f46ff4fdd76f318447581"
+dependencies = [
+ "ark-bn254 0.5.0",
+ "ark-ff 0.5.0",
+ "ark-std 0.5.0",
+ "num-bigint",
+ "num-traits",
+]
+
 [[package]]
 name = "tap"
 version = "1.0.1"
@@ -2720,6 +3033,17 @@ dependencies = [
  "windows-sys",
 ]
 
+[[package]]
+name = "tfhe-ntt"
+version = "0.7.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "10650c743ade46b166c698c8349902ed5986784a7db418c51f810bea25f09e3d"
+dependencies = [
+ "aligned-vec",
+ "bytemuck",
+ "pulp",
+]
+
 [[package]]
 name = "thiserror"
 version = "1.0.69"
@@ -2731,11 +3055,11 @@ dependencies = [
 
 [[package]]
 name = "thiserror"
-version = "2.0.17"
+version = "2.0.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f63587ca0f12b72a0600bcba1d40081f830876000bb46dd2337a3051618f4fc8"
+checksum = "4288b5bcbc7920c07a1149a35cf9590a2aa808e0bc1eafaade0b80947865fbc4"
 dependencies = [
- "thiserror-impl 2.0.17",
+ "thiserror-impl 2.0.18",
 ]
 
 [[package]]
@@ -2751,9 +3075,9 @@ dependencies = [
 
 [[package]]
 name = "thiserror-impl"
-version = "2.0.17"
+version = "2.0.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3ff15c8ecd7de3849db632e14d18d2571fa09dfc5ed93479bc4485c7a517c913"
+checksum = "ebc4ee7f67670e9b64d05fa4253e753e016c6c95ff35b89b7941d6b856dec1d5"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -2769,6 +3093,27 @@ dependencies = [
  "crunchy",
 ]
 
+[[package]]
+name = "toml"
+version = "0.8.23"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "dc1beb996b9d83529a9e75c17a1686767d148d70663143c7854d8b4a09ced362"
+dependencies = [
+ "serde",
+ "serde_spanned",
+ "toml_datetime 0.6.11",
+ "toml_edit 0.22.27",
+]
+
+[[package]]
+name = "toml_datetime"
+version = "0.6.11"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "22cddaf88f4fbc13c51aebbf5f8eceb5c7c5a9da2ac40a13519eb5b0a0e8f11c"
+dependencies = [
+ "serde",
+]
+
 [[package]]
 name = "toml_datetime"
 version = "0.7.3"
@@ -2778,6 +3123,20 @@ dependencies = [
  "serde_core",
 ]
 
+[[package]]
+name = "toml_edit"
+version = "0.22.27"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "41fe8c660ae4257887cf66394862d21dbca4a6ddd26f04a3560410406a2f819a"
+dependencies = [
+ "indexmap",
+ "serde",
+ "serde_spanned",
+ "toml_datetime 0.6.11",
+ "toml_write",
+ "winnow",
+]
+
 [[package]]
 name = "toml_edit"
 version = "0.23.7"
@@ -2785,7 +3144,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "6485ef6d0d9b5d0ec17244ff7eb05310113c3f316f2d14200d4de56b3cb98f8d"
 dependencies = [
  "indexmap",
- "toml_datetime",
+ "toml_datetime 0.7.3",
  "toml_parser",
  "winnow",
 ]
@@ -2799,6 +3158,12 @@ dependencies = [
  "winnow",
 ]
 
+[[package]]
+name = "toml_write"
+version = "0.1.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5d99f8c9a7727884afe522e9bd5edbfc91a3312b36a77b5fb8926e4c31a41801"
+
 [[package]]
 name = "tracing"
 version = "0.1.41"
@@ -2883,6 +3248,12 @@ version = "0.2.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ebc1c04c71510c7f702b52b7c350734c9ff1295c464a03335b00bb84fc54f853"
 
+[[package]]
+name = "utf8parse"
+version = "0.2.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "06abde3611657adf66d383f00b093d7faecc7fa57071cce2578660c9f1010821"
+
 [[package]]
 name = "valuable"
 version = "0.1.1"
@@ -2989,9 +3360,9 @@ dependencies = [
 
 [[package]]
 name = "zeroize_derive"
-version = "1.4.2"
+version = "1.4.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ce36e65b0d2999d2aafac989fb249189a141aee1f53c612c1f37d72631959f69"
+checksum = "85a5b4158499876c763cb03bc4e49185d3cccbabb15b33c627f7884f43db852e"
 dependencies = [
  "proc-macro2",
  "quote",
diff --git a/crates/support/methods/guest/Cargo.toml b/crates/support/methods/guest/Cargo.toml
index e0e7fffce5..201418993b 100644
--- a/crates/support/methods/guest/Cargo.toml
+++ b/crates/support/methods/guest/Cargo.toml
@@ -13,7 +13,7 @@ path = "src/bin/program.rs"
 
 [dependencies]
 risc0-zkvm = { version = "=3.0.3", default-features = false, features = ['std'] }
-e3-compute-provider = { git = "https://github.com/gnosisguild/enclave", rev = "632766e4ed1ceeccdeb023a56f16413a33be6f46" }
+e3-compute-provider = { git = "https://github.com/gnosisguild/interfold", tag = "v0.2.0" }
 e3-user-program = { path = "../../program" }
 bincode = "=1.3.3"
 anyhow = "=1.0.98"
diff --git a/crates/support/program/Cargo.toml b/crates/support/program/Cargo.toml
index 04f8bd6915..96c4538823 100644
--- a/crates/support/program/Cargo.toml
+++ b/crates/support/program/Cargo.toml
@@ -6,5 +6,5 @@ edition = "2024"
 [dependencies]
 fhe = { workspace = true }
 fhe-traits = { workspace = true }
-e3-compute-provider = { git = "https://github.com/gnosisguild/enclave", rev = "632766e4ed1ceeccdeb023a56f16413a33be6f46" }
-e3-fhe-params = { git = "https://github.com/gnosisguild/enclave", rev = "dbdaaee1db9d868adacc03f75bb2ac85024359ae", features = ["abi-encoding"] }
+e3-compute-provider = { git = "https://github.com/gnosisguild/interfold", tag = "v0.2.0" }
+e3-fhe-params = { git = "https://github.com/gnosisguild/interfold", tag = "v0.2.0", features = ["abi-encoding"] }
diff --git a/crates/test-helpers/src/usecase_helpers.rs b/crates/test-helpers/src/usecase_helpers.rs
index 53040684f4..c9b9942dfa 100644
--- a/crates/test-helpers/src/usecase_helpers.rs
+++ b/crates/test-helpers/src/usecase_helpers.rs
@@ -8,7 +8,7 @@ use std::{collections::HashMap, sync::Arc};
 use anyhow::{Context, Result};
 use e3_crypto::{Cipher, SensitiveBytes};
 use e3_events::ThresholdShare;
-use e3_fhe_params::{BfvParamSet, BfvPreset};
+use e3_fhe_params::{BfvParamSet, BfvPreset, LambdaConfig};
 use e3_trbfv::{
     calculate_decryption_key::{
         calculate_decryption_key, CalculateDecryptionKeyRequest, CalculateDecryptionKeyResponse,
@@ -75,7 +75,7 @@ pub fn generate_shares_hash_map(
                 GenPkShareAndSkSssRequest {
                     trbfv_config: trbfv_config.clone(),
                     crp: ArcBytes::from_bytes(&crp.to_bytes()),
-                    lambda: 40,
+                    lambda: LambdaConfig::Insecure(40),
                     num_ciphertexts: 1,
                 },
             )
diff --git a/crates/tests/tests/integration.rs b/crates/tests/tests/integration.rs
index 1182b2d4fc..ec296b25f2 100644
--- a/crates/tests/tests/integration.rs
+++ b/crates/tests/tests/integration.rs
@@ -1371,7 +1371,8 @@ async fn test_trbfv_actor() -> Result<()> {
     let nodes_spawned = participant_count + 1; // +1 non-registered observer collector
                                                // Statistical security parameter λ used for smudging bound / error_size.
                                                // Comes from the selected BFV preset metadata to avoid mixing parameter families.
-    let lambda = benchmark_params.lambda;
+                                               // Lambda is secure or insecure depending on the selected preset's security tier.
+    let lambda = benchmark_params.bfv_preset.lambda()?;
 
     let seed = create_seed_from_u64(123);
     let error_size = ArcBytes::from_bytes(&BigUint::to_bytes_be(&calculate_error_size(
@@ -1662,10 +1663,17 @@ async fn test_trbfv_actor() -> Result<()> {
             _ => None,
         })
         .collect();
-    assert_eq!(
-        dkg_parties.len(),
-        threshold_n,
-        "node 0: expected one DKGRecursiveAggregationComplete per committee member (N={threshold_n}), got parties {dkg_parties:?}"
+    // Unlike KeyshareCreated (cheap, gossiped early — all N arrive before aggregation), the
+    // per-node recursive fold proof (DKGRecursiveAggregationComplete) is expensive and late.
+    // `PublicKeyAggregated` fires once the aggregator selects and aggregates the honest set, so
+    // only the H honest folds are guaranteed to have reached node 0 by this barrier; the extra
+    // N-H members' folds race against it (and may land afterward). Assert the guaranteed floor
+    // and that every observed fold party is a committee member, not the racy `== N`.
+    assert!(
+        dkg_parties.len() >= committee_h
+            && dkg_parties.len() <= threshold_n
+            && dkg_parties.iter().all(|p| (*p as usize) < threshold_n),
+        "node 0: expected DKGRecursiveAggregationComplete from {committee_h}..={threshold_n} committee members before PublicKeyAggregated (only the H honest folds are guaranteed by this barrier), got parties {dkg_parties:?}"
     );
     assert_eq!(
         ks_parties.len(),
diff --git a/crates/trbfv/src/calculate_decryption_key.rs b/crates/trbfv/src/calculate_decryption_key.rs
index 2e2104d3ab..8bf8ef6c76 100644
--- a/crates/trbfv/src/calculate_decryption_key.rs
+++ b/crates/trbfv/src/calculate_decryption_key.rs
@@ -115,7 +115,7 @@ pub fn calculate_decryption_key(
     let params = req.trbfv_config.params();
     let threshold = req.trbfv_config.threshold() as usize;
     let num_ciphernodes = req.trbfv_config.num_parties() as usize;
-    let share_manager = ShareManager::new(num_ciphernodes, threshold, params.clone());
+    let share_manager = ShareManager::new(num_ciphernodes, threshold, params.clone())?;
 
     info!("Calculating sk_poly_sum...");
     let sk_poly_sum =
@@ -126,7 +126,7 @@ pub fn calculate_decryption_key(
         .esi_sss_collected
         .into_iter()
         .map(|shares| -> Result<_> {
-            let share_manager = ShareManager::new(num_ciphernodes, threshold, params.clone());
+            let share_manager = ShareManager::new(num_ciphernodes, threshold, params.clone())?;
             share_manager
                 .aggregate_collected_shares(&shares.to_array_data())
                 .context("Failed to aggregate es_sss")
diff --git a/crates/trbfv/src/calculate_decryption_share.rs b/crates/trbfv/src/calculate_decryption_share.rs
index a8e252539c..f6e256a046 100644
--- a/crates/trbfv/src/calculate_decryption_share.rs
+++ b/crates/trbfv/src/calculate_decryption_share.rs
@@ -118,7 +118,7 @@ pub fn calculate_decryption_share(
         .into_iter()
         .enumerate()
         .map(|(index, ciphertext)| {
-            let share_manager = ShareManager::new(num_ciphernodes, threshold, params.clone());
+            let share_manager = ShareManager::new(num_ciphernodes, threshold, params.clone())?;
             info!("Create decryption share for ct index {}...", index);
             // Currently there is a single smudging noise polynomial shared across all
             // ciphertexts. When multiple per-ciphertext noises are supported, the
diff --git a/crates/trbfv/src/calculate_threshold_decryption.rs b/crates/trbfv/src/calculate_threshold_decryption.rs
index e527f9d0b5..8d8c214aa8 100644
--- a/crates/trbfv/src/calculate_threshold_decryption.rs
+++ b/crates/trbfv/src/calculate_threshold_decryption.rs
@@ -148,7 +148,7 @@ pub fn calculate_threshold_decryption(
                 index
             );
 
-            let share_manager = ShareManager::new(num_ciphernodes, threshold, params.clone());
+            let share_manager = ShareManager::new(num_ciphernodes, threshold, params.clone())?;
             let Some(threshold_shares) = d_share_polys.get(index) else {
                 bail!("Poly not found for index {}", index)
             };
diff --git a/crates/trbfv/src/gen_esi_sss.rs b/crates/trbfv/src/gen_esi_sss.rs
index bae8979461..b214b39420 100644
--- a/crates/trbfv/src/gen_esi_sss.rs
+++ b/crates/trbfv/src/gen_esi_sss.rs
@@ -84,7 +84,7 @@ pub fn gen_esi_sss<R: RngCore + CryptoRng>(
 
     info!("gen_esi_sss:mapping...");
     let e_sm_poly = try_poly_pb_from_bytes(&e_sm_raw, &params)?;
-    let mut share_manager = ShareManager::new(num_ciphernodes, threshold, params.clone());
+    let mut share_manager = ShareManager::new(num_ciphernodes, threshold, params.clone())?;
 
     info!("gen_esi_sss:generate_secret_shares_from_poly...");
 
diff --git a/crates/trbfv/src/gen_pk_share_and_sk_sss.rs b/crates/trbfv/src/gen_pk_share_and_sk_sss.rs
index 07d48a8eac..33273652e4 100644
--- a/crates/trbfv/src/gen_pk_share_and_sk_sss.rs
+++ b/crates/trbfv/src/gen_pk_share_and_sk_sss.rs
@@ -12,6 +12,7 @@ use crate::{
 };
 use anyhow::Result;
 use e3_crypto::{Cipher, SensitiveBytes};
+use e3_fhe_params::LambdaConfig;
 use e3_utils::utility_types::ArcBytes;
 use fhe::{
     bfv::SecretKey,
@@ -30,8 +31,9 @@ pub struct GenPkShareAndSkSssRequest {
     pub trbfv_config: TrBFVConfig,
     /// Crp
     pub crp: ArcBytes,
-    /// Statistical security parameter λ for smudging noise generation.
-    pub lambda: usize,
+    /// Statistical security level λ for smudging noise generation. Carries the
+    /// secure/insecure tier chosen from the preset so it survives serialization.
+    pub lambda: LambdaConfig,
     /// Number of ciphertexts (z) for smudging noise generation.
     pub num_ciphertexts: usize,
 }
@@ -39,7 +41,7 @@ pub struct GenPkShareAndSkSssRequest {
 struct InnerRequest {
     pub trbfv_config: TrBFVConfig,
     pub crp: CommonRandomPoly,
-    pub lambda: usize,
+    pub lambda: LambdaConfig,
     pub num_ciphertexts: usize,
 }
 
@@ -131,8 +133,9 @@ pub fn gen_pk_share_and_sk_sss<R: RngCore + CryptoRng>(
     // Generate smudging noise
     let trbfv = TRBFV::new(num_ciphernodes as usize, threshold as usize, params.clone())?;
     let share_manager_for_esm =
-        ShareManager::new(num_ciphernodes as usize, threshold as usize, params.clone());
-    let esi_coeffs = trbfv.generate_smudging_error(req.num_ciphertexts, req.lambda, rng)?;
+        ShareManager::new(num_ciphernodes as usize, threshold as usize, params.clone())?;
+    let lambda = req.lambda.into_lambda()?;
+    let esi_coeffs = trbfv.generate_smudging_error(req.num_ciphertexts, lambda, rng)?;
     let e_sm_rns = share_manager_for_esm.bigints_to_poly(&esi_coeffs)?;
     let e_sm_raw = ArcBytes::from_bytes(&e_sm_rns.deref().to_bytes());
 
@@ -140,7 +143,7 @@ pub fn gen_pk_share_and_sk_sss<R: RngCore + CryptoRng>(
     let eek_raw = ArcBytes::from_bytes(&eek.to_bytes());
 
     let mut share_manager =
-        ShareManager::new(num_ciphernodes as usize, threshold as usize, params.clone());
+        ShareManager::new(num_ciphernodes as usize, threshold as usize, params.clone())?;
 
     let sk_poly = share_manager.coeffs_to_poly_level0(sk_share.coeffs.clone().as_ref())?;
     let sk_raw = ArcBytes::from_bytes(&sk_poly.to_bytes());
diff --git a/crates/trbfv/src/helpers.rs b/crates/trbfv/src/helpers.rs
index f20c669f8a..7813934489 100644
--- a/crates/trbfv/src/helpers.rs
+++ b/crates/trbfv/src/helpers.rs
@@ -10,7 +10,7 @@ use e3_crypto::{Cipher, SensitiveBytes};
 use fhe::mbfv::PublicKeyShare;
 use fhe::{
     bfv::{self, BfvParameters, SecretKey},
-    trbfv::{SmudgingBoundCalculator, SmudgingBoundCalculatorConfig},
+    trbfv::{Lambda, SmudgingBoundCalculator, SmudgingBoundCalculatorConfig},
 };
 use fhe_math::rq::{Ntt, Poly, PowerBasis, RepresentationTag};
 use fhe_traits::DeserializeWithContext;
@@ -77,7 +77,7 @@ pub fn calculate_error_size(
     params: Arc<bfv::BfvParameters>,
     n: usize,
     num_ciphertexts: usize,
-    lambda: usize,
+    lambda: Lambda,
 ) -> Result<BigUint> {
     let config = SmudgingBoundCalculatorConfig::new(params, n, num_ciphertexts, lambda);
     let calculator = SmudgingBoundCalculator::new(config);
diff --git a/crates/trbfv/src/trbfv_request.rs b/crates/trbfv/src/trbfv_request.rs
index bfed92350e..3e436c38b1 100644
--- a/crates/trbfv/src/trbfv_request.rs
+++ b/crates/trbfv/src/trbfv_request.rs
@@ -44,11 +44,24 @@ pub enum TrBFVResponse {
 
 #[derive(Clone, Debug, PartialEq, Eq, Hash, Serialize, Deserialize)]
 pub enum TrBFVError {
-    GenEsiSss(String),
-    GenPkShareAndSkSss(String),
-    CalculateDecryptionKey(String),
-    CalculateDecryptionShare(String),
-    CalculateThresholdDecryption(String),
+    GenEsiSss(TrBFVFailure),
+    GenPkShareAndSkSss(TrBFVFailure),
+    CalculateDecryptionKey(TrBFVFailure),
+    CalculateDecryptionShare(TrBFVFailure),
+    CalculateThresholdDecryption(TrBFVFailure),
+}
+
+impl TrBFVError {
+    /// The structured failure payload, regardless of which operation failed.
+    pub fn failure(&self) -> &TrBFVFailure {
+        match self {
+            TrBFVError::GenEsiSss(f)
+            | TrBFVError::GenPkShareAndSkSss(f)
+            | TrBFVError::CalculateDecryptionKey(f)
+            | TrBFVError::CalculateDecryptionShare(f)
+            | TrBFVError::CalculateThresholdDecryption(f) => f,
+        }
+    }
 }
 
 impl std::error::Error for TrBFVError {
@@ -60,13 +73,165 @@ impl std::error::Error for TrBFVError {
 impl fmt::Display for TrBFVError {
     fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
         match self {
-            TrBFVError::GenEsiSss(_) => write!(f, "GenEsiSss"),
-            TrBFVError::GenPkShareAndSkSss(_) => write!(f, "GenPkShareAndSkSss"),
-            TrBFVError::CalculateDecryptionKey(_) => write!(f, "CalculateDecryptionKey"),
-            TrBFVError::CalculateDecryptionShare(_) => write!(f, "CalculateDecryptionShare"),
-            TrBFVError::CalculateThresholdDecryption(_) => {
-                write!(f, "CalculateThresholdDecryption")
+            TrBFVError::GenEsiSss(d) => write!(f, "GenEsiSss: {d}"),
+            TrBFVError::GenPkShareAndSkSss(d) => write!(f, "GenPkShareAndSkSss: {d}"),
+            TrBFVError::CalculateDecryptionKey(d) => write!(f, "CalculateDecryptionKey: {d}"),
+            TrBFVError::CalculateDecryptionShare(d) => write!(f, "CalculateDecryptionShare: {d}"),
+            TrBFVError::CalculateThresholdDecryption(d) => {
+                write!(f, "CalculateThresholdDecryption: {d}")
             }
         }
     }
 }
+
+/// Payload carried by every [`TrBFVError`] variant.
+///
+/// Always holds the human-readable `message`. When the underlying failure is a structured
+/// threshold-BFV error from fhe.rs (`fhe::Error::Threshold(..)`), `threshold` is populated so
+/// callers can react to a specific failure mode — including the implicated party — instead of
+/// parsing `message`.
+#[derive(Clone, Debug, PartialEq, Eq, Hash, Serialize, Deserialize)]
+pub struct TrBFVFailure {
+    pub message: String,
+    pub threshold: Option<ThresholdFailure>,
+}
+
+impl TrBFVFailure {
+    /// Build from an `anyhow` error, extracting a [`ThresholdFailure`] if a
+    /// `fhe::Error::Threshold(..)` is anywhere in the error chain.
+    pub fn from_error(err: &anyhow::Error) -> Self {
+        Self {
+            message: err.to_string(),
+            threshold: ThresholdFailure::from_anyhow(err),
+        }
+    }
+}
+
+impl From<String> for TrBFVFailure {
+    fn from(message: String) -> Self {
+        Self {
+            message,
+            threshold: None,
+        }
+    }
+}
+
+impl From<&str> for TrBFVFailure {
+    fn from(message: &str) -> Self {
+        Self::from(message.to_string())
+    }
+}
+
+impl fmt::Display for TrBFVFailure {
+    fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
+        match &self.threshold {
+            Some(t) => write!(f, "{} ({t})", self.message),
+            None => write!(f, "{}", self.message),
+        }
+    }
+}
+
+/// Structured detail extracted from a fhe.rs `ThresholdError`.
+///
+/// `party_id` identifies the implicated party when the underlying variant carries one. Note
+/// the index space depends on the operation: for decryption-share reconstruction
+/// (`decrypt_from_shares`) it is the 1-based Shamir party id; for share aggregation
+/// (`aggregate_collected_shares`) it is the 0-based index into the collected-shares vector,
+/// i.e. collection order. Callers attributing blame must map it accordingly.
+#[derive(Clone, Debug, PartialEq, Eq, Hash, Serialize, Deserialize)]
+pub struct ThresholdFailure {
+    pub kind: ThresholdFailureKind,
+    pub party_id: Option<usize>,
+    pub message: String,
+}
+
+/// Mirror of fhe.rs `ThresholdError` variants, kept matchable across the wire.
+#[derive(Clone, Copy, Debug, PartialEq, Eq, Hash, Serialize, Deserialize)]
+pub enum ThresholdFailureKind {
+    InvalidPartyId,
+    DuplicatePartyId,
+    InvalidThreshold,
+    ShareCountMismatch,
+    MalformedShares,
+    NonInvertibleShares,
+    InsecureLambda,
+    SmudgingBoundInfeasible,
+    PartyCountExceedsModulus,
+}
+
+impl ThresholdFailure {
+    /// Find a `fhe::Error::Threshold(..)` anywhere in an `anyhow` error chain.
+    pub fn from_anyhow(err: &anyhow::Error) -> Option<Self> {
+        err.chain()
+            .find_map(|e| e.downcast_ref::<fhe::Error>())
+            .and_then(Self::from_fhe_error)
+    }
+
+    /// Extract from a `fhe::Error`, returning `None` for non-threshold errors.
+    pub fn from_fhe_error(err: &fhe::Error) -> Option<Self> {
+        match err {
+            fhe::Error::Threshold(t) => Some(Self::from_threshold(t)),
+            _ => None,
+        }
+    }
+
+    fn from_threshold(t: &fhe::ThresholdError) -> Self {
+        use fhe::ThresholdError as TE;
+        use ThresholdFailureKind as K;
+        // Exhaustive (ThresholdError is not #[non_exhaustive]) so new fhe.rs variants force an
+        // explicit decision here rather than silently degrading to an unattributed failure.
+        let (kind, party_id) = match t {
+            TE::InvalidPartyId { party_id, .. } => (K::InvalidPartyId, Some(*party_id)),
+            TE::DuplicatePartyId { party_id } => (K::DuplicatePartyId, Some(*party_id)),
+            TE::MalformedShares { party_id, .. } => (K::MalformedShares, Some(*party_id)),
+            TE::InvalidThreshold { .. } => (K::InvalidThreshold, None),
+            TE::ShareCountMismatch { .. } => (K::ShareCountMismatch, None),
+            TE::NonInvertibleShares => (K::NonInvertibleShares, None),
+            TE::InsecureLambda { .. } => (K::InsecureLambda, None),
+            TE::SmudgingBoundInfeasible { .. } => (K::SmudgingBoundInfeasible, None),
+            TE::PartyCountExceedsModulus { .. } => (K::PartyCountExceedsModulus, None),
+        };
+        Self {
+            kind,
+            party_id,
+            message: t.to_string(),
+        }
+    }
+}
+
+impl fmt::Display for ThresholdFailure {
+    fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
+        match self.party_id {
+            Some(party_id) => write!(f, "{:?} [party {party_id}]: {}", self.kind, self.message),
+            None => write!(f, "{:?}: {}", self.kind, self.message),
+        }
+    }
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+
+    #[test]
+    fn extracts_malformed_shares_party_id_from_anyhow_chain() {
+        // A malformed-shares error wrapped with context (as the handlers do) must still be
+        // recognized and attributed to the offending party.
+        let fhe_err = fhe::Error::malformed_shares(2, "bad shape".to_string());
+        let wrapped = anyhow::Error::new(fhe_err).context("Failed to aggregate es_sss");
+
+        let failure = TrBFVFailure::from_error(&wrapped);
+        let threshold = failure
+            .threshold
+            .expect("threshold detail should be extracted");
+        assert_eq!(threshold.kind, ThresholdFailureKind::MalformedShares);
+        assert_eq!(threshold.party_id, Some(2));
+    }
+
+    #[test]
+    fn non_threshold_errors_have_no_structured_detail() {
+        let err = anyhow::anyhow!("some unrelated failure");
+        let failure = TrBFVFailure::from_error(&err);
+        assert!(failure.threshold.is_none());
+        assert_eq!(failure.message, "some unrelated failure");
+    }
+}
diff --git a/crates/zk-helpers/src/bin/zk_cli.rs b/crates/zk-helpers/src/bin/zk_cli.rs
index 88e224a2d6..2600a88a3c 100644
--- a/crates/zk-helpers/src/bin/zk_cli.rs
+++ b/crates/zk-helpers/src/bin/zk_cli.rs
@@ -322,7 +322,6 @@ fn main() -> Result<()> {
                     committee,
                     dkg_input_type,
                     sd.z,
-                    sd.lambda,
                 )?;
 
                 let circuit = ShareEncryptionCircuit;
diff --git a/crates/zk-helpers/src/circuits/dkg/share_computation/computation.rs b/crates/zk-helpers/src/circuits/dkg/share_computation/computation.rs
index 623dff8b1b..c6aa208c7f 100644
--- a/crates/zk-helpers/src/circuits/dkg/share_computation/computation.rs
+++ b/crates/zk-helpers/src/circuits/dkg/share_computation/computation.rs
@@ -157,7 +157,10 @@ impl Computation for Bounds {
             .search_defaults()
             .ok_or_else(|| CircuitsErrors::Sample("missing search defaults".to_string()))?;
         let num_ciphertexts = defaults.z;
-        let lambda = defaults.lambda;
+        // Lambda is secure or insecure depending on the preset's security tier.
+        let lambda = preset
+            .lambda()
+            .map_err(|e| CircuitsErrors::Sample(e.to_string()))?;
 
         // Use the same committee size as C1 (pk_generation) so smudging bounds and
         // bit widths match PK_GENERATION_BIT_E_SM / SHARE_COMPUTATION_E_SM_BIT_SECRET.
@@ -165,7 +168,7 @@ impl Computation for Bounds {
             threshold_params,
             data.n_parties as usize,
             num_ciphertexts as usize,
-            lambda as usize,
+            lambda,
         );
 
         let e_sm_calculator = SmudgingBoundCalculator::new(e_sm_config);
diff --git a/crates/zk-helpers/src/circuits/dkg/share_computation/sample.rs b/crates/zk-helpers/src/circuits/dkg/share_computation/sample.rs
index fe80db362a..a1c7a8bff5 100644
--- a/crates/zk-helpers/src/circuits/dkg/share_computation/sample.rs
+++ b/crates/zk-helpers/src/circuits/dkg/share_computation/sample.rs
@@ -32,15 +32,14 @@ impl ShareComputationCircuitData {
         let (threshold_params, _) = build_pair_for_preset(preset).map_err(|e| {
             CircuitsErrors::Sample(format!("Failed to build pair for preset: {:?}", e))
         })?;
-        let sd = preset
-            .search_defaults()
-            .ok_or_else(|| CircuitsErrors::Sample("Preset has no search defaults".into()))?;
         let mut rng = rand::rng();
 
         let trbfv = TRBFV::new(committee.n, committee.threshold, threshold_params.clone())
             .map_err(|e| CircuitsErrors::Sample(format!("Failed to create TRBFV: {:?}", e)))?;
         let mut share_manager =
-            ShareManager::new(committee.n, committee.threshold, threshold_params.clone());
+            ShareManager::new(committee.n, committee.threshold, threshold_params.clone()).map_err(
+                |e| CircuitsErrors::Sample(format!("Failed to create ShareManager: {:?}", e)),
+            )?;
 
         let parity_matrix =
             compute_parity_matrix(threshold_params.moduli(), committee.n, committee.threshold)
@@ -86,8 +85,11 @@ impl ShareComputationCircuitData {
                 (secret_crt, secret_sss)
             }
             DkgInputType::SmudgingNoise => {
+                let lambda = preset
+                    .lambda()
+                    .map_err(|e| CircuitsErrors::Sample(e.to_string()))?;
                 let esi_coeffs = trbfv
-                    .generate_smudging_error(committee.n, sd.lambda as usize, &mut rng)
+                    .generate_smudging_error(committee.n, lambda, &mut rng)
                     .map_err(|e| {
                         CircuitsErrors::Sample(format!(
                             "Failed to generate smudging error: {:?}",
diff --git a/crates/zk-helpers/src/circuits/dkg/share_decryption/sample.rs b/crates/zk-helpers/src/circuits/dkg/share_decryption/sample.rs
index 084de37f17..f937c9cd57 100644
--- a/crates/zk-helpers/src/circuits/dkg/share_decryption/sample.rs
+++ b/crates/zk-helpers/src/circuits/dkg/share_decryption/sample.rs
@@ -42,7 +42,13 @@ impl ShareDecryptionCircuitData {
         let trbfv = TRBFV::new(committee.n, committee.threshold, threshold_params.clone())
             .map_err(|e| CircuitsErrors::Sample(format!("Failed to create TRBFV: {:?}", e)))?;
         let mut share_manager =
-            ShareManager::new(committee.n, committee.threshold, threshold_params.clone());
+            ShareManager::new(committee.n, committee.threshold, threshold_params.clone()).map_err(
+                |e| CircuitsErrors::Sample(format!("Failed to create ShareManager: {:?}", e)),
+            )?;
+        // Lambda is secure or insecure depending on the preset's security tier.
+        let lambda = preset
+            .lambda()
+            .map_err(|e| CircuitsErrors::Sample(e.to_string()))?;
 
         let mut honest_ciphertexts: Vec<Option<Vec<Ciphertext>>> = Vec::new();
         let num_honest = committee.h;
@@ -81,7 +87,7 @@ impl ShareDecryptionCircuitData {
                     }
                     DkgInputType::SmudgingNoise => {
                         let esi_coeffs = trbfv
-                            .generate_smudging_error(sd.z as usize, sd.lambda as usize, &mut rng)
+                            .generate_smudging_error(sd.z as usize, lambda, &mut rng)
                             .map_err(|e| {
                                 CircuitsErrors::Sample(format!(
                                     "Failed to generate smudging error: {:?}",
diff --git a/crates/zk-helpers/src/circuits/dkg/share_encryption/codegen.rs b/crates/zk-helpers/src/circuits/dkg/share_encryption/codegen.rs
index e2b7d13aea..cab5533dce 100644
--- a/crates/zk-helpers/src/circuits/dkg/share_encryption/codegen.rs
+++ b/crates/zk-helpers/src/circuits/dkg/share_encryption/codegen.rs
@@ -198,7 +198,6 @@ mod tests {
             committee.clone(),
             DkgInputType::SecretKey,
             sd.z,
-            sd.lambda,
         )
         .unwrap();
         let artifacts = ShareEncryptionCircuit
@@ -221,7 +220,6 @@ mod tests {
             committee.clone(),
             DkgInputType::SecretKey,
             sd.z,
-            sd.lambda,
         )
         .unwrap();
 
diff --git a/crates/zk-helpers/src/circuits/dkg/share_encryption/computation.rs b/crates/zk-helpers/src/circuits/dkg/share_encryption/computation.rs
index c37a205dc6..19553c5258 100644
--- a/crates/zk-helpers/src/circuits/dkg/share_encryption/computation.rs
+++ b/crates/zk-helpers/src/circuits/dkg/share_encryption/computation.rs
@@ -597,7 +597,6 @@ mod tests {
             committee,
             DkgInputType::SecretKey,
             sd.z,
-            sd.lambda,
         )
         .unwrap();
 
@@ -620,7 +619,6 @@ mod tests {
             committee,
             DkgInputType::SecretKey,
             sd.z,
-            sd.lambda,
         )
         .unwrap();
         let constants = Configs::compute(BfvPreset::InsecureThreshold512, &sample).unwrap();
@@ -645,7 +643,6 @@ mod tests {
             committee,
             DkgInputType::SecretKey,
             sd.z,
-            sd.lambda,
         )
         .unwrap();
         let inputs = Inputs::compute(BfvPreset::InsecureThreshold512, &sample).unwrap();
diff --git a/crates/zk-helpers/src/circuits/dkg/share_encryption/sample.rs b/crates/zk-helpers/src/circuits/dkg/share_encryption/sample.rs
index 568024a977..5d9f63838c 100644
--- a/crates/zk-helpers/src/circuits/dkg/share_encryption/sample.rs
+++ b/crates/zk-helpers/src/circuits/dkg/share_encryption/sample.rs
@@ -26,7 +26,6 @@ impl ShareEncryptionCircuitData {
         committee: CiphernodesCommittee,
         dkg_input_type: DkgInputType,
         num_ciphertexts: u128, // z in the search defaults
-        lambda: u32,
     ) -> Result<Self, CircuitsErrors> {
         let (threshold_params, dkg_params) = build_pair_for_preset(preset).map_err(|e| {
             CircuitsErrors::Sample(format!("Failed to build pair for preset: {:?}", e))
@@ -34,13 +33,20 @@ impl ShareEncryptionCircuitData {
 
         let mut rng = rand::rng();
 
+        // Lambda is secure or insecure depending on the preset's security tier.
+        let lambda = preset
+            .lambda()
+            .map_err(|e| CircuitsErrors::Sample(e.to_string()))?;
+
         let dkg_secret_key = SecretKey::random(&dkg_params, &mut rng);
         let dkg_public_key = PublicKey::new(&dkg_secret_key, &mut rng);
 
         let trbfv = TRBFV::new(committee.n, committee.threshold, threshold_params.clone())
             .map_err(|e| CircuitsErrors::Sample(format!("Failed to create TRBFV: {:?}", e)))?;
         let mut share_manager =
-            ShareManager::new(committee.n, committee.threshold, threshold_params.clone());
+            ShareManager::new(committee.n, committee.threshold, threshold_params.clone()).map_err(
+                |e| CircuitsErrors::Sample(format!("Failed to create ShareManager: {:?}", e)),
+            )?;
 
         let share_row = match dkg_input_type {
             DkgInputType::SecretKey => {
@@ -65,7 +71,7 @@ impl ShareEncryptionCircuitData {
             }
             DkgInputType::SmudgingNoise => {
                 let esi_coeffs = trbfv
-                    .generate_smudging_error(num_ciphertexts as usize, lambda as usize, &mut rng)
+                    .generate_smudging_error(num_ciphertexts as usize, lambda, &mut rng)
                     .map_err(|e| {
                         CircuitsErrors::Sample(format!(
                             "Failed to generate smudging error: {:?}",
@@ -126,7 +132,6 @@ mod tests {
             committee.clone(),
             DkgInputType::SecretKey,
             sd.z,
-            sd.lambda,
         )
         .unwrap();
 
@@ -161,7 +166,6 @@ mod tests {
             committee,
             DkgInputType::SmudgingNoise,
             sd.z,
-            sd.lambda,
         )
         .unwrap();
 
diff --git a/crates/zk-helpers/src/circuits/threshold/decrypted_shares_aggregation/sample.rs b/crates/zk-helpers/src/circuits/threshold/decrypted_shares_aggregation/sample.rs
index c935bba54c..bcc27e36d9 100644
--- a/crates/zk-helpers/src/circuits/threshold/decrypted_shares_aggregation/sample.rs
+++ b/crates/zk-helpers/src/circuits/threshold/decrypted_shares_aggregation/sample.rs
@@ -52,6 +52,10 @@ impl DecryptedSharesAggregationCircuitData {
         let sd = preset
             .search_defaults()
             .ok_or_else(|| CircuitsErrors::Sample("Preset has no search defaults".into()))?;
+        // Lambda is secure or insecure depending on the preset's security tier.
+        let lambda = preset
+            .lambda()
+            .map_err(|e| CircuitsErrors::Sample(e.to_string()))?;
 
         let num_parties = committee.n;
         let threshold = committee.threshold;
@@ -77,8 +81,14 @@ impl DecryptedSharesAggregationCircuitData {
                         ))
                     })?;
 
-                let mut share_manager =
-                    ShareManager::new(num_parties, threshold, threshold_params.clone());
+                let mut share_manager = ShareManager::new(
+                    num_parties,
+                    threshold,
+                    threshold_params.clone(),
+                )
+                .map_err(|e| {
+                    CircuitsErrors::Sample(format!("Failed to create ShareManager: {:?}", e))
+                })?;
                 let sk_poly = share_manager
                     .coeffs_to_poly_level0(sk_share.coeffs.as_ref())
                     .map_err(|e| {
@@ -95,7 +105,7 @@ impl DecryptedSharesAggregationCircuitData {
                     })?;
 
                 let esi_coeffs = trbfv
-                    .generate_smudging_error(sd.z as usize, sd.lambda as usize, &mut rng)
+                    .generate_smudging_error(sd.z as usize, lambda, &mut rng)
                     .map_err(|e| {
                         CircuitsErrors::Sample(format!(
                             "Failed to generate smudging error: {:?}",
@@ -173,7 +183,10 @@ impl DecryptedSharesAggregationCircuitData {
 
         // Aggregate collected shares to get sk_poly_sum and es_poly_sum per party
         for party in parties.iter_mut() {
-            let share_manager = ShareManager::new(num_parties, threshold, threshold_params.clone());
+            let share_manager = ShareManager::new(num_parties, threshold, threshold_params.clone())
+                .map_err(|e| {
+                    CircuitsErrors::Sample(format!("Failed to create ShareManager: {:?}", e))
+                })?;
             party.sk_poly_sum = share_manager
                 .aggregate_collected_shares(&party.sk_sss_collected)
                 .map_err(|e| {
@@ -221,7 +234,10 @@ impl DecryptedSharesAggregationCircuitData {
         let mut d_share_polys: Vec<Poly<PowerBasis>> = Vec::with_capacity(honest_parties);
 
         for party in parties.iter().take(honest_parties) {
-            let share_manager = ShareManager::new(num_parties, threshold, threshold_params.clone());
+            let share_manager = ShareManager::new(num_parties, threshold, threshold_params.clone())
+                .map_err(|e| {
+                    CircuitsErrors::Sample(format!("Failed to create ShareManager: {:?}", e))
+                })?;
             // For a single ciphertext, es_poly_sum is one Poly per party
             let d_share = share_manager
                 .decryption_share(
@@ -238,7 +254,10 @@ impl DecryptedSharesAggregationCircuitData {
         let reconstructing_parties: Vec<usize> = (1..=honest_parties).collect();
 
         // Threshold decrypt to obtain message (verify)
-        let share_manager = ShareManager::new(num_parties, threshold, threshold_params.clone());
+        let share_manager = ShareManager::new(num_parties, threshold, threshold_params.clone())
+            .map_err(|e| {
+                CircuitsErrors::Sample(format!("Failed to create ShareManager: {:?}", e))
+            })?;
         let plaintext = share_manager
             .decrypt_from_shares(
                 d_share_polys.clone(),
diff --git a/crates/zk-helpers/src/circuits/threshold/pk_generation/computation.rs b/crates/zk-helpers/src/circuits/threshold/pk_generation/computation.rs
index 85f319814e..d2b148a6a1 100644
--- a/crates/zk-helpers/src/circuits/threshold/pk_generation/computation.rs
+++ b/crates/zk-helpers/src/circuits/threshold/pk_generation/computation.rs
@@ -190,11 +190,15 @@ impl Computation for Bounds {
             .search_defaults()
             .ok_or_else(|| CircuitsErrors::Other("missing search defaults".to_string()))?;
 
+        // Lambda is secure or insecure depending on the preset's security tier.
+        let lambda = preset
+            .lambda()
+            .map_err(|e| CircuitsErrors::Other(e.to_string()))?;
         let smudging_config = SmudgingBoundCalculatorConfig::new(
             threshold_params.clone(),
             committee_n,
             sd.z as usize,
-            preset.metadata().lambda,
+            lambda,
         );
         let smudging_calculator = SmudgingBoundCalculator::new(smudging_config);
         let e_sm_bound = smudging_calculator.calculate_sm_bound().map_err(|e| {
diff --git a/crates/zk-helpers/src/circuits/threshold/pk_generation/sample.rs b/crates/zk-helpers/src/circuits/threshold/pk_generation/sample.rs
index 118f1807df..bf5e50ba52 100644
--- a/crates/zk-helpers/src/circuits/threshold/pk_generation/sample.rs
+++ b/crates/zk-helpers/src/circuits/threshold/pk_generation/sample.rs
@@ -42,22 +42,22 @@ impl PkGenerationCircuitData {
 
         let num_parties = committee.n;
         let threshold = committee.threshold;
-        let preset_metadata = preset.metadata();
 
         let defaults = preset
             .search_defaults()
             .ok_or_else(|| CircuitsErrors::Sample("missing search defaults".to_string()))?;
         let num_ciphertexts = defaults.z;
+        // Lambda is secure or insecure depending on the preset's security tier.
+        let lambda = preset
+            .lambda()
+            .map_err(|e| CircuitsErrors::Sample(e.to_string()))?;
 
         let trbfv = TRBFV::new(num_parties, threshold, threshold_params.clone())?;
-        let share_manager = ShareManager::new(num_parties, threshold, threshold_params);
+        let share_manager = ShareManager::new(num_parties, threshold, threshold_params)?;
 
         // Generate smudging error coefficients
-        let esi_coeffs = trbfv.generate_smudging_error(
-            num_ciphertexts as usize,
-            preset_metadata.lambda,
-            &mut rng,
-        )?;
+        let esi_coeffs =
+            trbfv.generate_smudging_error(num_ciphertexts as usize, lambda, &mut rng)?;
 
         // Convert to polynomial in RNS representation
         // bigints_to_poly returns Zeroizing<Poly>, we need to clone the inner Poly
diff --git a/crates/zk-helpers/src/circuits/threshold/share_decryption/sample.rs b/crates/zk-helpers/src/circuits/threshold/share_decryption/sample.rs
index 60c9603c6d..016af8bf24 100644
--- a/crates/zk-helpers/src/circuits/threshold/share_decryption/sample.rs
+++ b/crates/zk-helpers/src/circuits/threshold/share_decryption/sample.rs
@@ -42,7 +42,10 @@ impl ShareDecryptionCircuitData {
         let num_parties = committee.n;
         let threshold = committee.threshold;
         let num_ciphertexts = sd.z as usize;
-        let lambda = preset.metadata().lambda;
+        // Lambda is secure or insecure depending on the preset's security tier.
+        let lambda = preset
+            .lambda()
+            .map_err(|e| CircuitsErrors::Sample(e.to_string()))?;
 
         // Create TRBFV instance for share generation
         let trbfv = TRBFV::new(num_parties, threshold, threshold_params.clone())
@@ -82,7 +85,10 @@ impl ShareDecryptionCircuitData {
         // - Party 0 collects shares from other parties (including themselves)
         // - When party 0 computes a decryption share, they aggregate all collected shares
 
-        let mut share_manager = ShareManager::new(num_parties, threshold, threshold_params.clone());
+        let mut share_manager = ShareManager::new(num_parties, threshold, threshold_params.clone())
+            .map_err(|e| {
+                CircuitsErrors::Sample(format!("Failed to create ShareManager: {:?}", e))
+            })?;
 
         // Generate shares for each party's secret key
         // In reality, each party would do this independently
diff --git a/crates/zk-prover/tests/common/node_fold_witness.rs b/crates/zk-prover/tests/common/node_fold_witness.rs
index 54087c92ca..77aff34319 100644
--- a/crates/zk-prover/tests/common/node_fold_witness.rs
+++ b/crates/zk-prover/tests/common/node_fold_witness.rs
@@ -62,19 +62,23 @@ pub fn pk_generation_sample_with_esi(
 
     let num_parties = committee.n;
     let threshold = committee.threshold;
-    let preset_metadata = preset.metadata();
 
     let defaults = preset
         .search_defaults()
         .ok_or_else(|| CircuitsErrors::Sample("missing search defaults".to_string()))?;
     let num_ciphertexts = defaults.z;
+    // Lambda is secure or insecure depending on the preset's security tier.
+    let lambda = preset
+        .lambda()
+        .map_err(|e| CircuitsErrors::Sample(e.to_string()))?;
 
     let trbfv = TRBFV::new(num_parties, threshold, threshold_params.clone())
         .map_err(|e| CircuitsErrors::Sample(format!("Failed to create TRBFV: {:?}", e)))?;
-    let share_manager = ShareManager::new(num_parties, threshold, threshold_params.clone());
+    let share_manager = ShareManager::new(num_parties, threshold, threshold_params.clone())
+        .map_err(|e| CircuitsErrors::Sample(format!("Failed to create ShareManager: {:?}", e)))?;
 
     let esi_coeffs: Vec<BigInt> = trbfv
-        .generate_smudging_error(num_ciphertexts as usize, preset_metadata.lambda, &mut rng)
+        .generate_smudging_error(num_ciphertexts as usize, lambda, &mut rng)
         .map_err(|e| {
             CircuitsErrors::Sample(format!("Failed to generate smudging error: {:?}", e))
         })?;
@@ -113,7 +117,9 @@ pub fn share_computation_sk_from_pk(
             .map_err(CircuitsErrors::Sample)?;
 
     let mut share_manager =
-        ShareManager::new(committee.n, committee.threshold, threshold_params.clone());
+        ShareManager::new(committee.n, committee.threshold, threshold_params.clone()).map_err(
+            |e| CircuitsErrors::Sample(format!("Failed to create ShareManager: {:?}", e)),
+        )?;
 
     let sk_poly = share_manager
         .coeffs_to_poly_level0(secret_key.coeffs.clone().as_ref())
@@ -154,7 +160,9 @@ pub fn share_computation_esm_from_esi(
             .map_err(CircuitsErrors::Sample)?;
 
     let mut share_manager =
-        ShareManager::new(committee.n, committee.threshold, threshold_params.clone());
+        ShareManager::new(committee.n, committee.threshold, threshold_params.clone()).map_err(
+            |e| CircuitsErrors::Sample(format!("Failed to create ShareManager: {:?}", e)),
+        )?;
 
     let esi_poly = share_manager
         .bigints_to_poly(esi_coeffs)
diff --git a/crates/zk-prover/tests/fold_accumulators_e2e_tests.rs b/crates/zk-prover/tests/fold_accumulators_e2e_tests.rs
index 47b9a443c4..32b1773289 100644
--- a/crates/zk-prover/tests/fold_accumulators_e2e_tests.rs
+++ b/crates/zk-prover/tests/fold_accumulators_e2e_tests.rs
@@ -319,7 +319,6 @@ async fn setup_c3_fold_with_inner_share_encryption() -> Option<(
         committee.clone(),
         DkgInputType::SecretKey,
         sd.z,
-        sd.lambda,
     )
     .ok()?;
     let sample_b = ShareEncryptionCircuitData::generate_sample(
@@ -327,7 +326,6 @@ async fn setup_c3_fold_with_inner_share_encryption() -> Option<(
         committee,
         DkgInputType::SecretKey,
         sd.z,
-        sd.lambda,
     )
     .ok()?;
     let prover = ZkProver::new(&backend);
diff --git a/crates/zk-prover/tests/local_e2e_tests.rs b/crates/zk-prover/tests/local_e2e_tests.rs
index 6027aa5e1a..83e5289e5b 100644
--- a/crates/zk-prover/tests/local_e2e_tests.rs
+++ b/crates/zk-prover/tests/local_e2e_tests.rs
@@ -160,7 +160,6 @@ async fn setup_share_encryption_e_sm_test() -> Option<(
         committee,
         DkgInputType::SmudgingNoise,
         sd.z,
-        sd.lambda,
     )
     .ok()?;
     let prover = ZkProver::new(&backend);
@@ -201,7 +200,6 @@ async fn setup_share_encryption_sk_test() -> Option<(
         committee,
         DkgInputType::SecretKey,
         sd.z,
-        sd.lambda,
     )
     .ok()?;
     let prover = ZkProver::new(&backend);
diff --git a/examples/CRISP/Cargo.lock b/examples/CRISP/Cargo.lock
index fac9910624..815911abe1 100644
--- a/examples/CRISP/Cargo.lock
+++ b/examples/CRISP/Cargo.lock
@@ -832,7 +832,7 @@ dependencies = [
  "alloy-rlp",
  "alloy-serde",
  "alloy-sol-types",
- "itertools 0.14.0",
+ "itertools 0.13.0",
  "serde",
  "serde_json",
  "serde_with",
@@ -1136,7 +1136,7 @@ version = "1.1.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "40c48f72fd53cd289104fc64099abca73db4166ad86ea0b4341abe65af83dadc"
 dependencies = [
- "windows-sys 0.61.2",
+ "windows-sys 0.60.2",
 ]
 
 [[package]]
@@ -1147,7 +1147,7 @@ checksum = "291e6a250ff86cd4a820112fb8898808a366d8f9f58ce16d1f538353ad55747d"
 dependencies = [
  "anstyle",
  "once_cell_polyfill",
- "windows-sys 0.61.2",
+ "windows-sys 0.60.2",
 ]
 
 [[package]]
@@ -2784,7 +2784,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "39cab71617ae0d63f51a36d69f866391735b51691dbda63cf6f96d042b63efeb"
 dependencies = [
  "libc",
- "windows-sys 0.61.2",
+ "windows-sys 0.52.0",
 ]
 
 [[package]]
@@ -2852,8 +2852,8 @@ dependencies = [
 
 [[package]]
 name = "fhe"
-version = "0.2.0"
-source = "git+https://github.com/gnosisguild/fhe.rs#a92478b39625f4c18b91a5033928b35d8a0090cf"
+version = "0.2.1"
+source = "git+https://github.com/gnosisguild/fhe.rs?tag=v0.2.2#f2c1d2258fbeef6dbdf5ade68438203fd80a648e"
 dependencies = [
  "bincode",
  "doc-comment",
@@ -2878,8 +2878,8 @@ dependencies = [
 
 [[package]]
 name = "fhe-math"
-version = "0.2.0"
-source = "git+https://github.com/gnosisguild/fhe.rs#a92478b39625f4c18b91a5033928b35d8a0090cf"
+version = "0.2.1"
+source = "git+https://github.com/gnosisguild/fhe.rs?tag=v0.2.2#f2c1d2258fbeef6dbdf5ade68438203fd80a648e"
 dependencies = [
  "ethnum",
  "fhe-traits",
@@ -2903,16 +2903,16 @@ dependencies = [
 
 [[package]]
 name = "fhe-traits"
-version = "0.1.1"
-source = "git+https://github.com/gnosisguild/fhe.rs#a92478b39625f4c18b91a5033928b35d8a0090cf"
+version = "0.2.1"
+source = "git+https://github.com/gnosisguild/fhe.rs?tag=v0.2.2#f2c1d2258fbeef6dbdf5ade68438203fd80a648e"
 dependencies = [
  "rand 0.9.2",
 ]
 
 [[package]]
 name = "fhe-util"
-version = "0.1.1"
-source = "git+https://github.com/gnosisguild/fhe.rs#a92478b39625f4c18b91a5033928b35d8a0090cf"
+version = "0.2.1"
+source = "git+https://github.com/gnosisguild/fhe.rs?tag=v0.2.2#f2c1d2258fbeef6dbdf5ade68438203fd80a648e"
 dependencies = [
  "num-bigint-dig",
  "num-traits",
@@ -4655,7 +4655,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "343d3bd7056eda839b03204e68deff7d1b13aba7af2b2fd16890697274262ee7"
 dependencies = [
  "heck",
- "itertools 0.14.0",
+ "itertools 0.13.0",
  "log",
  "multimap",
  "petgraph",
@@ -4674,7 +4674,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "27c6023962132f4b30eb4c172c91ce92d933da334c59c23cddee82358ddafb0b"
 dependencies = [
  "anyhow",
- "itertools 0.14.0",
+ "itertools 0.13.0",
  "proc-macro2 1.0.106",
  "quote 1.0.44",
  "syn 2.0.116",
@@ -5207,7 +5207,7 @@ dependencies = [
  "errno",
  "libc",
  "linux-raw-sys",
- "windows-sys 0.61.2",
+ "windows-sys 0.52.0",
 ]
 
 [[package]]
@@ -5658,7 +5658,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "52d1cfed4120b4d927bf7c0f86d2087a4a7d6027c906d9f9d525a80573b9be51"
 dependencies = [
  "libc",
- "windows-sys 0.61.2",
+ "windows-sys 0.60.2",
 ]
 
 [[package]]
@@ -5820,7 +5820,7 @@ dependencies = [
  "getrandom 0.4.2",
  "once_cell",
  "rustix",
- "windows-sys 0.61.2",
+ "windows-sys 0.52.0",
 ]
 
 [[package]]
diff --git a/examples/CRISP/Cargo.toml b/examples/CRISP/Cargo.toml
index 03aae2092f..9164078a26 100644
--- a/examples/CRISP/Cargo.toml
+++ b/examples/CRISP/Cargo.toml
@@ -47,10 +47,10 @@ log = { version = "=0.4.27" }
 reqwest = { version = "=0.12.22", features = ["json"] }
 serde = { version = "=1.0.228", features = ["derive", "std"] }
 serde_json = "=1.0.141"
-fhe = { git = "https://github.com/gnosisguild/fhe.rs" }
-fhe-traits = { git = "https://github.com/gnosisguild/fhe.rs" }
-fhe-math = { git = "https://github.com/gnosisguild/fhe.rs" }
-fhe-util = { git = "https://github.com/gnosisguild/fhe.rs" }
+fhe = { git = "https://github.com/gnosisguild/fhe.rs", tag = "v0.2.2" }
+fhe-traits = { git = "https://github.com/gnosisguild/fhe.rs", tag = "v0.2.2" }
+fhe-math = { git = "https://github.com/gnosisguild/fhe.rs", tag = "v0.2.2" }
+fhe-util = { git = "https://github.com/gnosisguild/fhe.rs", tag = "v0.2.2" }
 tokio = { version = "=1.46.1", features = ["full"] }
 rand = { version = "0.9" }
 tracing-subscriber = { version = "=0.3.19", features = ["env-filter"] }
diff --git a/examples/CRISP/interfold.config.yaml b/examples/CRISP/interfold.config.yaml
index f35d59feb7..2b1eb47aa5 100644
--- a/examples/CRISP/interfold.config.yaml
+++ b/examples/CRISP/interfold.config.yaml
@@ -5,23 +5,23 @@ chains:
     rpc_url: ws://localhost:8545
     contracts:
       e3_program:
-        address: "0x7969c5eD335650692Bc04293B07F5BF2e7A673C0"
-        deploy_block: 39
+        address: "0x7bc06c482DEAd17c0e297aFbC32f6e63d3846650"
+        deploy_block: 38
       interfold:
         address: "0xA51c1fc2f0D1a1b8494Ed1FE312d7C3a78Ed91C0"
-        deploy_block: 15
+        deploy_block: 14
       ciphernode_registry:
         address: "0xa513E6E4b8f2a923D98304ec87F64353C4D5C853"
-        deploy_block: 10
+        deploy_block: 9
       bonding_registry:
         address: "0x8A791620dd6260079BF849Dc5567aDC3F2FdC318"
-        deploy_block: 11
+        deploy_block: 10
       slashing_manager:
         address: "0x5FC8d32690cc91D4c39d9d3abcBD16989F875707"
-        deploy_block: 9
+        deploy_block: 8
       fee_token:
         address: "0xe7f1725E7734CE288F8367e1Bb143E90bb3F0512"
-        deploy_block: 5
+        deploy_block: 4
 program:
   dev: true
   # risc0:
diff --git a/examples/CRISP/packages/crisp-contracts/deployed_contracts.json b/examples/CRISP/packages/crisp-contracts/deployed_contracts.json
index d698507d73..fdfc8b084b 100644
--- a/examples/CRISP/packages/crisp-contracts/deployed_contracts.json
+++ b/examples/CRISP/packages/crisp-contracts/deployed_contracts.json
@@ -149,21 +149,21 @@
   },
   "localhost": {
     "PoseidonT3": {
-      "blockNumber": 4,
+      "blockNumber": 3,
       "address": "0x3333333C0A88F9BE4fd23ed0536F9B6c427e3B93"
     },
     "MockUSDC": {
       "constructorArgs": {
         "initialSupply": "1000000"
       },
-      "blockNumber": 5,
+      "blockNumber": 4,
       "address": "0xe7f1725E7734CE288F8367e1Bb143E90bb3F0512"
     },
     "InterfoldToken": {
       "constructorArgs": {
         "owner": "0xf39Fd6e51aad88F6F4ce6aB8827279cffFb92266"
       },
-      "blockNumber": 6,
+      "blockNumber": 5,
       "address": "0x9fE46736679d2D9a65F0992F2272dE9f3c7fa6e0"
     },
     "InterfoldTicketToken": {
@@ -172,7 +172,7 @@
         "registry": "0x0000000000000000000000000000000000000001",
         "owner": "0xf39Fd6e51aad88F6F4ce6aB8827279cffFb92266"
       },
-      "blockNumber": 8,
+      "blockNumber": 7,
       "address": "0xDc64a140Aa3E981100a9becA4E685f962f0cF6C9"
     },
     "SlashingManager": {
@@ -180,7 +180,7 @@
         "initialDelay": "172800",
         "admin": "0xf39Fd6e51aad88F6F4ce6aB8827279cffFb92266"
       },
-      "blockNumber": 9,
+      "blockNumber": 8,
       "address": "0x5FC8d32690cc91D4c39d9d3abcBD16989F875707"
     },
     "CiphernodeRegistryOwnable": {
@@ -195,7 +195,7 @@
         "proxyAdminAddress": "0x9bd03768a7DCc129555dE410FF8E85528A4F88b5",
         "implementationAddress": "0x0165878A594ca255338adfa4d48449f69242Eb8F"
       },
-      "blockNumber": 10,
+      "blockNumber": 9,
       "address": "0xa513E6E4b8f2a923D98304ec87F64353C4D5C853"
     },
     "BondingRegistry": {
@@ -217,7 +217,7 @@
         "proxyAdminAddress": "0x8aCd85898458400f7Db866d53FCFF6f0D49741FF",
         "implementationAddress": "0x2279B7A0a67DB372996a5FaB50D91eAA73d2eBe6"
       },
-      "blockNumber": 11,
+      "blockNumber": 10,
       "address": "0x8A791620dd6260079BF849Dc5567aDC3F2FdC318"
     },
     "Interfold": {
@@ -237,7 +237,7 @@
         "proxyAdminAddress": "0x1F708C24a0D3A740cD47cC0444E9480899f3dA7D",
         "implementationAddress": "0xB7f8BC63BbcaD18155201308C8f3540b07f84F5e"
       },
-      "blockNumber": 15,
+      "blockNumber": 14,
       "address": "0xA51c1fc2f0D1a1b8494Ed1FE312d7C3a78Ed91C0"
     },
     "E3RefundManager": {
@@ -253,46 +253,46 @@
         "proxyAdminAddress": "0x8e80FFe6Dc044F4A766Afd6e5a8732Fe0977A493",
         "implementationAddress": "0x0DCd1Bf9A1b36cE34237eEaFef220932846BCD82"
       },
-      "blockNumber": 17,
+      "blockNumber": 16,
       "address": "0x9A676e781A523b5d0C0e43731313A708CB607508"
     },
     "MockComputeProvider": {
-      "blockNumber": 31,
-      "address": "0x5eb3Bc0a489C5A8288765d2336659EbCA68FCd00"
+      "blockNumber": 30,
+      "address": "0x36C02dA8a0983159322a80FFE9F24b1acfF8B570"
     },
     "MockDecryptionVerifier": {
-      "blockNumber": 32,
-      "address": "0x36C02dA8a0983159322a80FFE9F24b1acfF8B570"
+      "blockNumber": 31,
+      "address": "0x809d550fca64d94Bd9F66E60752A544199cfAC3D"
     },
     "MockPkVerifier": {
-      "blockNumber": 33,
-      "address": "0x809d550fca64d94Bd9F66E60752A544199cfAC3D"
+      "blockNumber": 32,
+      "address": "0x4c5859f0F772848b2D91F1D83E2Fe57935348029"
     },
     "MockE3Program": {
-      "blockNumber": 34,
-      "address": "0x4c5859f0F772848b2D91F1D83E2Fe57935348029"
+      "blockNumber": 33,
+      "address": "0x1291Be112d480055DaFd8a610b7d1e203891C274"
     },
     "MockRISC0Verifier": {
-      "address": "0xCD8a1C3ba11CF5ECfa6267617243239504a98d90",
-      "blockNumber": 38
+      "address": "0x82e01223d51Eb87e16A03E24687EDF0F294da6f1",
+      "blockNumber": 37
     },
     "HonkVerifier": {
-      "address": "0x2bdCC0de6bE1f7D2ee689a0342D76F52E8EFABa3",
-      "blockNumber": 39
+      "address": "0x7969c5eD335650692Bc04293B07F5BF2e7A673C0",
+      "blockNumber": 38
     },
     "CRISPProgram": {
-      "address": "0x7969c5eD335650692Bc04293B07F5BF2e7A673C0",
-      "blockNumber": 39,
+      "address": "0x7bc06c482DEAd17c0e297aFbC32f6e63d3846650",
+      "blockNumber": 38,
       "constructorArgs": {
         "interfold": "0xA51c1fc2f0D1a1b8494Ed1FE312d7C3a78Ed91C0",
-        "verifierAddress": "0xCD8a1C3ba11CF5ECfa6267617243239504a98d90",
-        "honkVerifierAddress": "0x2bdCC0de6bE1f7D2ee689a0342D76F52E8EFABa3",
+        "verifierAddress": "0x82e01223d51Eb87e16A03E24687EDF0F294da6f1",
+        "honkVerifierAddress": "0x7969c5eD335650692Bc04293B07F5BF2e7A673C0",
         "imageId": "0x0ad904cfaec1eeefa9b89a11020086ec51454423db1fee3b1ab614fff97368d6"
       }
     },
     "MockVotingToken": {
-      "address": "0xc351628EB244ec633d5f21fBD6621e1a683B1181",
-      "blockNumber": 41
+      "address": "0xFD471836031dc5108809D173A067e8486B9047A3",
+      "blockNumber": 40
     }
   }
 }
\ No newline at end of file
diff --git a/packages/interfold-contracts/test/fixtures/bfv_vk_binding/folded_artifacts.json b/packages/interfold-contracts/test/fixtures/bfv_vk_binding/folded_artifacts.json
index 4362b9ed57..eb13788444 100644
--- a/packages/interfold-contracts/test/fixtures/bfv_vk_binding/folded_artifacts.json
+++ b/packages/interfold-contracts/test/fixtures/bfv_vk_binding/folded_artifacts.json
@@ -1,10 +1,10 @@
 {
   "dkg_aggregator": {
-    "proof_hex": 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+    "proof_hex": 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+    "public_inputs_hex": "0x25832c071d6d99ad42c7b885e48b10100726dc0de03c0a779b282c519ccf538a25fc312a5f0009edd084811b739bcbd529987df1cea36f5a24515386662573960000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000100000000000000000000000000000000c946233fabee579beb961008103a4c8d00000000000000000000000000000000026a297ba8fb72294cced25b49dae7c92208484402633db0cfcb2af11d3b66ff07cd7b6b12c3a35e9581183e399d53f72b942ad53baa7c6e1a7616e4f0aa2eedf7d67eacc63696345525988225847479273fc58215abae6a73503410e8209a542c92bbea2ba8e6fb129c971def4ca8452ddcd2c1e0b08c268d942b52a49e7597873ccad9df1b02ea1ab854e7111eb2dd188f793a89424a83a3e746a72d4cdfd5702a7944deb0fa2ee04f84489f4af3c22f5ffac9352fe35d950a4ce548798309f5d896dd11f304f93d83cdfe284b37a6"
   },
   "decryption_aggregator": {
-    "proof_hex": 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+    "public_inputs_hex": "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   }
 }
diff --git a/scripts/build-circuits.ts b/scripts/build-circuits.ts
index 1229cce52c..7dccef540c 100644
--- a/scripts/build-circuits.ts
+++ b/scripts/build-circuits.ts
@@ -329,7 +329,9 @@ class NoirCircuitBuilder {
   private writeActiveBinPresetStamp(preset: string, sourceHash: string): void {
     const stamp: PresetBuildStamp = {
       preset,
-      committee: this.options.committee,
+      // Narrow out 'all': this runs per resolved preset/committee, so 'all' is meaningless here
+      // and must never be persisted into the stamp that --skip-if-built later compares against.
+      committee: this.options.committee === 'all' ? undefined : this.options.committee,
       sourceHash,
       builtAt: new Date().toISOString(),
     }
@@ -957,7 +959,13 @@ class NoirCircuitBuilder {
     const hash = createHash('sha256')
     if (preset !== undefined) {
       hash.update(`preset:${preset}\n`)
-      hash.update(`noir_config:${PRESET_NOIR_CONFIG[preset]}\n`)
+      const tier = PRESET_NOIR_CONFIG[preset]
+      hash.update(`noir_config:${tier}\n`)
+      // Hash the contents of the preset's Noir config, not just its name: the baked crypto
+      // constants (e.g. PK_GENERATION_E_SM_BOUND) live here and must invalidate --skip-if-built
+      // when they change. Otherwise a bound update silently reuses a stale compiled circuit.
+      const tierConfigDir = join(this.rootDir, 'circuits', 'lib', 'src', 'configs', tier)
+      if (existsSync(tierConfigDir)) this.hashDir(tierConfigDir, hash)
     }
     if (this.options.committee) {
       hash.update(`committee:${this.options.committee}\n`)
diff --git a/templates/default/Cargo.lock b/templates/default/Cargo.lock
index 2cac193f68..336e49d529 100644
--- a/templates/default/Cargo.lock
+++ b/templates/default/Cargo.lock
@@ -1553,7 +1553,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "39cab71617ae0d63f51a36d69f866391735b51691dbda63cf6f96d042b63efeb"
 dependencies = [
  "libc",
- "windows-sys 0.61.2",
+ "windows-sys 0.52.0",
 ]
 
 [[package]]
@@ -1602,8 +1602,8 @@ dependencies = [
 
 [[package]]
 name = "fhe"
-version = "0.2.0"
-source = "git+https://github.com/gnosisguild/fhe.rs#a92478b39625f4c18b91a5033928b35d8a0090cf"
+version = "0.2.1"
+source = "git+https://github.com/gnosisguild/fhe.rs?tag=v0.2.2#f2c1d2258fbeef6dbdf5ade68438203fd80a648e"
 dependencies = [
  "bincode",
  "doc-comment",
@@ -1628,8 +1628,8 @@ dependencies = [
 
 [[package]]
 name = "fhe-math"
-version = "0.2.0"
-source = "git+https://github.com/gnosisguild/fhe.rs#a92478b39625f4c18b91a5033928b35d8a0090cf"
+version = "0.2.1"
+source = "git+https://github.com/gnosisguild/fhe.rs?tag=v0.2.2#f2c1d2258fbeef6dbdf5ade68438203fd80a648e"
 dependencies = [
  "ethnum",
  "fhe-traits",
@@ -1653,16 +1653,16 @@ dependencies = [
 
 [[package]]
 name = "fhe-traits"
-version = "0.1.1"
-source = "git+https://github.com/gnosisguild/fhe.rs#a92478b39625f4c18b91a5033928b35d8a0090cf"
+version = "0.2.1"
+source = "git+https://github.com/gnosisguild/fhe.rs?tag=v0.2.2#f2c1d2258fbeef6dbdf5ade68438203fd80a648e"
 dependencies = [
  "rand 0.9.2",
 ]
 
 [[package]]
 name = "fhe-util"
-version = "0.1.1"
-source = "git+https://github.com/gnosisguild/fhe.rs#a92478b39625f4c18b91a5033928b35d8a0090cf"
+version = "0.2.1"
+source = "git+https://github.com/gnosisguild/fhe.rs?tag=v0.2.2#f2c1d2258fbeef6dbdf5ade68438203fd80a648e"
 dependencies = [
  "num-bigint-dig",
  "num-traits",
@@ -2962,7 +2962,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "343d3bd7056eda839b03204e68deff7d1b13aba7af2b2fd16890697274262ee7"
 dependencies = [
  "heck",
- "itertools 0.14.0",
+ "itertools 0.13.0",
  "log",
  "multimap",
  "petgraph",
@@ -2981,7 +2981,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "27c6023962132f4b30eb4c172c91ce92d933da334c59c23cddee82358ddafb0b"
 dependencies = [
  "anyhow",
- "itertools 0.14.0",
+ "itertools 0.13.0",
  "proc-macro2",
  "quote",
  "syn 2.0.117",
@@ -3388,7 +3388,7 @@ dependencies = [
  "errno",
  "libc",
  "linux-raw-sys",
- "windows-sys 0.61.2",
+ "windows-sys 0.52.0",
 ]
 
 [[package]]
@@ -3841,7 +3841,7 @@ dependencies = [
  "getrandom 0.4.2",
  "once_cell",
  "rustix",
- "windows-sys 0.61.2",
+ "windows-sys 0.52.0",
 ]
 
 [[package]]
diff --git a/templates/default/Cargo.toml b/templates/default/Cargo.toml
index 2cfd2d51e8..9ca8e25b5d 100644
--- a/templates/default/Cargo.toml
+++ b/templates/default/Cargo.toml
@@ -7,8 +7,8 @@ members = [
 
 [workspace.dependencies]
 e3-user-program = { path = "./program" }
-fhe = { git = "https://github.com/gnosisguild/fhe.rs" }
-fhe-traits = { git = "https://github.com/gnosisguild/fhe.rs" }
+fhe = { git = "https://github.com/gnosisguild/fhe.rs", tag = "v0.2.2" }
+fhe-traits = { git = "https://github.com/gnosisguild/fhe.rs", tag = "v0.2.2" }
 e3-program-server = { path = "../../crates/program-server" }
 e3-bfv-client = { path = "../../crates/bfv-client" }
 e3-fhe-params = { path = "../../crates/fhe-params" }